I
nte
rna
t
io
na
l J
o
urna
l o
f
Rec
o
nfig
ura
ble a
nd
E
m
be
dd
e
d Sy
s
t
e
m
s
(
I
J
R
E
S)
Vo
l.
15
,
No
.
12
,
J
u
ly
20
26
,
p
p
.
320
~
338
I
SS
N:
2089
-
4864
,
DOI
:
1
0
.
1
1
5
9
1
/i
j
r
es
.
v
1
5
.
i
2
.
pp
3
2
0
-
338
320
J
o
ur
na
l ho
m
ep
a
g
e
:
h
ttp
:
//ij
r
es.ia
esco
r
e.
co
m
A review
of
field
-
pro
g
ra
m
m
a
ble ga
te
a
rray
-
ba
sed bi
o
m
edica
l
sig
na
l proces
sing
f
o
r public
health
a
pplica
tions
T
o
le
Su
t
i
kn
o
1
,
Ai
m
a
n
Z
a
k
w
a
n J
idi
n
2
,
L
ina
H
a
nd
a
y
a
ni
3
1
M
a
s
t
e
r
P
r
o
g
r
a
m o
f
El
e
c
t
r
i
c
a
l
E
n
g
i
n
e
e
r
i
n
g
,
F
a
c
u
l
t
y
o
f
I
n
d
u
st
r
i
a
l
T
e
c
h
n
o
l
o
g
y
,
U
n
i
v
e
r
si
t
a
s A
h
ma
d
D
a
h
l
a
n
,
Y
o
g
y
a
k
a
r
t
a
,
I
n
d
o
n
e
si
a
2
F
a
c
u
l
t
y
o
f
El
e
c
t
r
o
n
i
c
s
a
n
d
C
o
m
p
u
t
e
r
T
e
c
h
n
o
l
o
g
y
a
n
d
E
n
g
i
n
e
e
r
i
n
g
,
U
n
i
v
e
r
si
t
i
T
e
k
n
i
k
a
l
M
a
l
a
y
si
a
M
e
l
a
k
a
,
M
a
l
a
c
c
a
,
M
a
l
a
y
si
a
3
F
a
c
u
l
t
y
o
f
P
u
b
l
i
c
H
e
a
l
t
h
,
U
n
i
v
e
r
si
t
a
s
A
h
mad
D
a
h
l
a
n
,
Y
o
g
y
a
k
a
r
t
a
,
I
n
d
o
n
e
si
a
Art
icle
I
nfo
AB
ST
RAC
T
A
r
ticle
his
to
r
y:
R
ec
eiv
ed
Oct
1
7
,
2025
R
ev
i
s
ed
Ma
y
13
,
2026
A
cc
ep
ted
J
u
n
1
2
,
2026
Bio
m
e
d
ica
l
sig
n
a
l
p
ro
c
e
ss
in
g
is
e
ss
e
n
ti
a
l
f
o
r
m
o
d
e
rn
d
iag
n
o
stics
,
m
o
n
it
o
rin
g
,
a
n
d
p
re
v
e
n
ti
v
e
h
e
a
lt
h
c
a
re
in
p
u
b
l
ic
h
e
a
lt
h
a
n
d
m
o
b
i
le
h
e
a
lt
h
(m
H
e
a
lt
h
)
s
y
ste
m
s.
S
ig
n
a
ls
s
u
c
h
a
s
e
lec
tro
e
n
c
e
p
h
a
lo
g
ra
p
h
y
(EE
G
),
e
lec
tro
m
y
o
g
ra
p
h
y
(EM
G
),
a
n
d
h
e
a
rt
ra
te
v
a
riab
il
it
y
(HRV
)
o
f
fe
r
v
it
a
l
in
sig
h
ts
i
n
t
o
b
ra
in
,
m
u
sc
le,
a
n
d
c
a
rd
io
v
a
sc
u
lar
h
e
a
lt
h
.
Ho
w
e
v
e
r,
a
c
h
iev
in
g
re
a
l
-
ti
m
e
,
e
n
e
rg
y
-
e
ff
icie
n
t,
a
n
d
s
c
a
lab
le
p
ro
c
e
ss
in
g
re
m
a
in
s
c
h
a
ll
e
n
g
in
g
f
o
r
c
o
n
v
e
n
ti
o
n
a
l
h
a
r
d
w
a
re
su
c
h
a
s
c
e
n
tral
-
p
ro
c
e
ss
in
g
u
n
it
s
(C
P
Us
),
g
ra
p
h
ics
-
p
ro
c
e
ss
in
g
u
n
it
s
(G
P
Us
),
a
n
d
a
p
p
li
c
a
ti
o
n
-
sp
e
c
if
ic
in
teg
ra
ted
c
ircu
it
s
(
A
S
ICs
)
.
F
ield
-
p
r
o
g
ra
m
m
a
b
le
g
a
te
a
rra
y
s
(F
P
G
A
s)
p
ro
v
id
e
a
p
ro
m
isin
g
a
lt
e
rn
a
ti
v
e
th
ro
u
g
h
t
h
e
ir
re
c
o
n
f
ig
u
ra
b
il
it
y
,
p
a
ra
ll
e
li
s
m
,
a
n
d
a
d
a
p
tab
il
it
y
to
d
y
n
a
m
ic
b
io
m
e
d
ica
l
w
o
rk
lo
a
d
s.
T
h
is
re
v
ie
w
e
x
a
m
in
e
s
F
P
GA
-
b
a
s
e
d
im
p
le
m
e
n
tatio
n
s
f
o
r
EE
G
,
EM
G
,
a
n
d
HRV
p
ro
c
e
ss
in
g
,
f
o
c
u
si
n
g
o
n
k
e
y
m
e
tri
c
s
in
c
lu
d
i
n
g
late
n
c
y
,
th
ro
u
g
h
p
u
t,
a
n
d
p
o
w
e
r
e
ff
icie
n
c
y
.
It
a
l
so
d
isc
u
ss
e
s
d
e
sig
n
stra
teg
ie
s
su
c
h
a
s
lo
w
-
p
o
w
e
r
o
p
ti
m
iz
a
ti
o
n
,
h
a
rd
w
a
re
–
so
f
t
w
a
re
c
o
-
d
e
sig
n
,
a
n
d
F
P
G
A
-
b
a
se
d
m
a
c
h
in
e
lea
rn
in
g
a
c
c
e
lera
ti
o
n
,
w
it
h
a
tt
e
n
ti
o
n
to
d
a
ta
i
n
teg
rit
y
a
n
d
se
c
u
rit
y
in
m
e
d
ica
l
c
o
n
tex
ts.
In
teg
r
a
ti
o
n
w
it
h
w
e
a
ra
b
le,
p
o
rtab
le,
a
n
d
tele
m
e
d
ici
n
e
p
latf
o
rm
s
is
e
x
p
lo
re
d
,
a
lo
n
g
sid
e
c
o
m
p
a
ra
ti
v
e
a
n
a
l
y
se
s
w
it
h
trad
it
io
n
a
l
c
o
m
p
u
ti
n
g
a
rc
h
i
tec
tu
re
s.
T
h
e
p
a
p
e
r
id
e
n
ti
f
ies
c
h
a
ll
e
n
g
e
s
in
p
o
w
e
r
–
p
e
rf
o
r
m
a
n
c
e
trad
e
-
o
ff
s,
d
e
sig
n
c
o
m
p
lex
it
y
,
a
n
d
c
li
n
ica
l
v
a
li
d
a
ti
o
n
,
a
n
d
h
ig
h
l
ig
h
ts
e
m
e
rg
in
g
d
irec
ti
o
n
s
su
c
h
a
s
a
rti
f
icia
l
in
telli
g
e
n
c
e
(A
I)
-
d
riv
e
n
F
P
GA
p
latf
o
rm
s,
n
e
u
ro
m
o
rp
h
ic
d
e
s
ig
n
,
a
n
d
su
sta
in
a
b
le
lo
w
-
c
o
st
so
lu
ti
o
n
s
f
o
r
larg
e
-
sc
a
le
h
e
a
lt
h
m
o
n
it
o
rin
g
.
Ov
e
ra
ll
,
F
P
GA
-
b
a
se
d
b
io
m
e
d
ica
l
sig
n
a
l
p
ro
c
e
ss
in
g
e
m
e
r
g
e
s
a
s
a
f
o
u
n
d
a
ti
o
n
f
o
r
in
telli
g
e
n
t,
e
f
f
icie
n
t,
a
n
d
a
c
c
e
ss
ib
le
n
e
xt
-
g
e
n
e
ra
ti
o
n
p
u
b
li
c
-
h
e
a
lt
h
tec
h
n
o
l
o
g
ies
.
K
ey
w
o
r
d
s
:
B
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
E
lectr
o
en
ce
p
h
alo
g
r
ap
h
y
E
lectr
o
m
y
o
g
r
ap
h
y
Field
-
p
r
o
g
r
a
m
m
ab
le
g
ate
ar
r
ay
s
Mo
b
ile
h
ea
lth
P
u
b
lic
h
ea
lth
ap
p
licatio
n
s
T
elem
ed
icin
e
T
h
is i
s
a
n
o
p
e
n
a
c
c
e
ss
a
rticle
u
n
d
e
r th
e
CC B
Y
-
SA
li
c
e
n
se
.
C
o
r
r
e
s
p
o
nd
ing
A
uth
o
r
:
T
o
le
Su
tik
n
o
Ma
s
ter
P
r
o
g
r
am
o
f
E
lectr
ical
E
n
g
i
n
ee
r
i
n
g
,
Fac
u
lt
y
o
f
I
n
d
u
s
t
r
ial
T
ec
h
n
o
lo
g
y
,
Un
iv
er
s
itas
Ah
m
ad
Dah
la
n
UAD
4
th
C
a
m
p
u
s
,
So
u
t
h
R
in
g
R
o
ad
,
T
am
a
n
an
,
B
an
g
u
n
tap
an
,
B
an
tu
l,
Yo
g
y
a
k
ar
ta
5
5
1
6
6
,
I
n
d
o
n
esia
E
m
ail:
to
le
@
ee
.
u
ad
.
ac
.
id
1.
I
NT
RO
D
UCT
I
O
N
B
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
f
o
r
m
s
t
h
e
tec
h
n
o
lo
g
ical
f
o
u
n
d
atio
n
f
o
r
m
o
d
er
n
h
ea
lt
h
ca
r
e
an
al
y
tics
,
en
ab
lin
g
co
n
ti
n
u
o
u
s
m
o
n
ito
r
in
g
,
d
iag
n
o
s
i
s
,
an
d
p
r
ev
en
tio
n
ac
r
o
s
s
d
iv
er
s
e
p
h
y
s
io
lo
g
ic
al
d
o
m
ai
n
s
[
1
]
–
[
3
]
.
Sig
n
als
s
u
c
h
as
elec
tr
o
en
ce
p
h
alo
g
r
ap
h
y
(
E
E
G)
,
elec
tr
o
m
y
o
g
r
ap
h
y
(
E
MG
)
,
an
d
h
ea
r
t
-
r
ate
v
ar
iab
ilit
y
(
H
R
V)
p
r
o
v
id
e
cr
itical
in
s
i
g
h
t
s
i
n
to
n
eu
r
o
lo
g
ical,
m
u
s
c
u
lar
,
an
d
ca
r
d
io
v
ascu
lar
f
u
n
c
tio
n
s
,
r
esp
ec
ti
v
el
y
[
4
]
,
[
5
]
.
T
h
eir
in
te
g
r
atio
n
i
n
to
p
u
b
lic
h
ea
lt
h
an
d
m
o
b
ile
-
h
ea
lt
h
(
m
Hea
lth
)
s
y
s
te
m
s
s
u
p
p
o
r
ts
ea
r
ly
d
etec
ti
o
n
o
f
d
is
ea
s
e,
lo
n
g
-
ter
m
m
an
a
g
e
m
en
t
o
f
c
h
r
o
n
ic
co
n
d
itio
n
s
,
a
n
d
p
o
p
u
l
atio
n
-
l
ev
el
s
u
r
v
e
illa
n
ce
[
6
]
,
[
7
]
.
H
o
w
e
v
er
,
p
r
o
ce
s
s
in
g
th
ese
co
m
p
le
x
,
h
ig
h
-
d
i
m
en
s
i
o
n
al
b
io
s
ig
n
a
ls
in
r
ea
l
ti
m
e
r
em
ai
n
s
a
m
aj
o
r
ch
allen
g
e
f
o
r
co
n
v
en
tio
n
a
l
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
I
SS
N:
2089
-
4864
A
r
ev
iew
o
f field
-
p
r
o
g
r
a
mma
b
le
g
a
te
a
r
r
a
y
-
b
a
s
ed
b
io
med
ica
l sig
n
a
l p
r
o
ce
s
s
in
g
fo
r
p
u
b
lic
…
(
To
le
S
u
tikn
o
)
321
co
m
p
u
ti
n
g
ar
c
h
itect
u
r
es.
C
en
tr
al
-
p
r
o
ce
s
s
in
g
u
n
it
s
(
C
P
U
s
)
an
d
g
r
a
p
h
ics
-
p
r
o
ce
s
s
i
n
g
u
n
its
(
GP
U
s
)
o
f
f
er
g
e
n
er
al
-
p
u
r
p
o
s
e
f
le
x
ib
ilit
y
b
u
t
o
f
te
n
s
u
f
f
er
f
r
o
m
h
ig
h
late
n
c
y
a
n
d
p
o
w
er
co
n
s
u
m
p
tio
n
,
w
h
ile
ap
p
licatio
n
-
s
p
ec
i
f
ic
i
n
te
g
r
ated
cir
cu
its
(
ASI
C
s
)
lack
th
e
ad
ap
tab
ilit
y
r
eq
u
ir
ed
f
o
r
ev
o
lv
i
n
g
b
io
m
ed
ica
l
w
o
r
k
lo
ad
s
[
4
]
,
[
8
]
,
[
9
]
.
Field
-
p
r
o
g
r
a
m
m
ab
le
g
ate
ar
r
a
y
s
(
FP
G
As)
h
a
v
e
e
m
er
g
ed
as
a
co
m
p
elli
n
g
alter
n
ati
v
e
,
o
f
f
er
i
n
g
cu
s
to
m
izab
le
p
ar
allel
ar
ch
ite
ct
u
r
es
t
h
at
ca
n
b
e
d
y
n
a
m
ical
l
y
r
ec
o
n
f
i
g
u
r
ed
to
m
ee
t
v
ar
y
in
g
co
m
p
u
tatio
n
a
l
d
em
a
n
d
s
[
1
]
,
[
6
]
,
[
7
]
.
T
h
eir
a
b
ilit
y
to
d
eliv
er
h
i
g
h
t
h
r
o
u
g
h
p
u
t
an
d
d
eter
m
i
n
is
tic
late
n
c
y
with
lo
w
e
n
er
g
y
co
s
t
m
ak
e
s
t
h
e
m
p
ar
tic
u
lar
l
y
a
ttra
ctiv
e
f
o
r
e
m
b
ed
d
ed
an
d
w
ea
r
ab
le
h
ea
lth
p
lat
f
o
r
m
s
o
p
e
r
atin
g
i
n
r
eso
u
r
ce
-
co
n
s
tr
ain
ed
en
v
ir
o
n
m
e
n
ts
[
5
]
,
[
8
]
.
Fig
u
r
e
1
illu
s
tr
ates
t
h
e
co
n
ce
p
tu
al
f
r
a
m
e
w
o
r
k
o
f
FP
GA
-
b
ased
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
f
o
r
p
u
b
lic
h
ea
lt
h
ap
p
licati
o
n
s
,
h
i
g
h
lig
h
ti
n
g
h
o
w
r
ec
o
n
f
i
g
u
r
ab
le
ar
ch
it
ec
tu
r
es
e
n
ab
le
r
ea
l
-
ti
m
e,
e
n
er
g
y
-
e
f
f
icie
n
t
a
n
al
y
s
is
ac
r
o
s
s
m
u
ltip
le
p
h
y
s
io
l
o
g
ical
d
o
m
ai
n
s
.
R
ec
e
n
t
ad
v
an
ce
s
i
n
FP
G
A
tech
n
o
lo
g
y
—
s
u
ch
a
s
h
ar
d
w
ar
e
–
s
o
f
t
w
ar
e
co
-
d
esi
g
n
,
d
y
n
a
m
i
c
p
ar
tial
r
ec
o
n
f
ig
u
r
atio
n
(
DP
R
)
,
an
d
in
te
g
r
a
tio
n
o
f
lig
h
t
w
ei
g
h
t
ar
ti
f
icial
in
t
ellig
e
n
ce
(
A
I
)
ac
ce
ler
ato
r
s
—
h
a
v
e
f
u
r
th
er
en
h
an
ce
d
th
eir
ap
p
licab
ilit
y
to
b
io
m
ed
ical
s
i
g
n
a
l
p
r
o
ce
s
s
i
n
g
,
f
r
o
m
r
ea
l
-
ti
m
e
s
e
izu
r
e
d
etec
tio
n
an
d
m
u
s
cle
-
ac
ti
v
it
y
clas
s
i
f
icatio
n
to
co
n
tin
u
o
u
s
ca
r
d
io
v
asc
u
lar
m
o
n
ito
r
in
g
[
3
]
,
[
7
]
,
[
9
]
.
T
h
is
r
ev
ie
w
p
r
o
v
id
es
a
co
m
p
r
eh
en
s
iv
e
s
y
n
t
h
esi
s
o
f
FP
G
A
-
b
ased
i
m
p
le
m
e
n
ta
tio
n
s
f
o
r
p
r
o
ce
s
s
in
g
k
e
y
b
io
m
ed
ical
s
i
g
n
a
ls
(
E
E
G,
E
MG
,
an
d
HR
V)
in
p
u
b
lic
-
h
ea
lt
h
an
d
m
Hea
lt
h
co
n
tex
t
s
[
1
]
,
[
2
]
,
[
6
]
,
[
7
]
.
I
t
an
al
y
ze
s
ar
ch
i
tectu
r
al
s
tr
ateg
i
es,
p
er
f
o
r
m
an
ce
m
etr
ics,
a
n
d
en
er
g
y
-
e
f
f
icie
n
c
y
tech
n
iq
u
e
s
t
h
at
u
n
d
er
p
in
n
ex
t
-
g
en
er
atio
n
h
ea
lt
h
-
m
o
n
ito
r
in
g
s
y
s
te
m
s
[
5
]
,
[
8
]
.
B
ey
o
n
d
co
m
p
ar
in
g
FP
G
A
p
lat
f
o
r
m
s
w
i
th
t
r
ad
itio
n
al
C
P
Us a
n
d
GP
Us,
th
e
p
ap
er
ex
p
lo
r
es
cr
o
s
s
-
c
u
tti
n
g
is
s
u
e
s
s
u
ch
a
s
d
esig
n
co
m
p
le
x
it
y
,
s
ec
u
r
it
y
,
a
n
d
clin
ical
v
alid
atio
n
[
3
]
,
[
9
]
.
B
y
b
r
id
g
in
g
h
ar
d
w
ar
e
-
le
v
el
i
n
n
o
v
atio
n
s
w
it
h
tr
a
n
s
lati
o
n
al
h
ea
l
t
h
ca
r
e
o
u
tco
m
es,
t
h
i
s
r
ev
ie
w
h
i
g
h
lig
h
t
s
h
o
w
r
ec
o
n
f
i
g
u
r
ab
le
co
m
p
u
ti
n
g
ca
n
d
r
iv
e
th
e
d
ev
elo
p
m
e
n
t
o
f
i
n
telli
g
en
t,
s
ec
u
r
e,
an
d
s
u
s
ta
in
ab
le
h
ea
lth
tech
n
o
lo
g
ies
[
1
]
,
[
5
]
,
[
7
]
.
T
h
e
o
v
er
ar
ch
in
g
ai
m
i
s
to
id
en
tify
b
o
th
th
e
cu
r
r
en
t
s
tate
o
f
FP
GA
-
b
ased
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
an
d
t
h
e
f
u
t
u
r
e
d
ir
ec
tio
n
s
r
eq
u
ir
ed
to
r
e
alize
its
f
u
ll
p
o
ten
tia
l
i
n
s
ca
lab
le
p
u
b
lic
-
h
ea
lt
h
in
f
r
astru
ct
u
r
es
[
2
]
,
[
3
]
.
Fig
u
r
e
1
.
C
o
n
ce
p
tu
al
f
r
a
m
e
w
o
r
k
o
f
FP
G
A
-
b
ased
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
f
o
r
p
u
b
lic
h
e
alth
ap
p
licatio
n
s
2.
B
I
O
M
E
DICAL
SI
G
NA
L
S
I
N
P
UB
L
I
C
H
E
A
L
T
H
T
h
e
g
r
o
w
i
n
g
in
te
g
r
atio
n
o
f
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
in
g
w
i
th
i
n
p
u
b
lic
-
h
ea
lt
h
f
r
a
m
e
w
o
r
k
s
h
a
s
tr
an
s
f
o
r
m
ed
h
o
w
p
h
y
s
io
lo
g
ica
l
d
ata
ar
e
ac
q
u
ir
ed
,
an
al
y
ze
d
,
an
d
ap
p
lied
to
p
r
ev
en
tiv
e
an
d
d
iag
n
o
s
t
ic
ca
r
e
[
2
]
,
[
3
]
,
[
6
]
.
B
io
m
ed
ical
s
i
g
n
als
ca
p
tu
r
e
co
n
ti
n
u
o
u
s
p
h
y
s
io
lo
g
ica
l
v
ar
iatio
n
s
t
h
at
ca
n
r
ev
ea
l
b
o
th
i
n
d
iv
id
u
al
h
ea
lt
h
s
tates
a
n
d
b
r
o
ad
er
p
o
p
u
latio
n
-
le
v
el
tr
en
d
s
[
5
]
,
[
1
0
]
.
Am
o
n
g
th
e
s
e,
E
E
G,
E
MG
,
an
d
HR
V
ar
e
p
ar
ticu
lar
l
y
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
9
-
4864
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
,
Vo
l.
15
,
No
.
2
,
J
u
l
y
202
6
:
320
-
3
3
8
322
s
ig
n
i
f
ica
n
t
b
ec
au
s
e
t
h
e
y
p
r
o
v
id
e
n
o
n
-
in
v
a
s
iv
e,
q
u
a
n
ti
f
i
ab
le
in
d
icato
r
s
o
f
n
eu
r
o
lo
g
i
ca
l,
m
u
s
cu
lar
,
an
d
ca
r
d
io
v
ascu
lar
h
ea
lt
h
[
4
]
,
[
1
1
]
.
A
s
illu
s
tr
ated
in
Fig
u
r
e
2
,
th
ese
b
io
m
ed
ical
s
i
g
n
al
s
f
o
r
m
t
h
e
f
o
u
n
d
atio
n
o
f
d
ata
-
d
r
iv
en
p
u
b
lic
-
h
ea
lth
s
y
s
t
e
m
s
,
lin
k
i
n
g
i
n
d
iv
id
u
al
p
h
y
s
i
o
lo
g
ical
m
o
n
ito
r
in
g
to
co
m
m
u
n
i
t
y
-
le
v
el
h
ea
lt
h
an
al
y
tics
.
T
h
e
ef
f
ec
ti
v
e
u
t
iliza
tio
n
o
f
th
ese
s
i
g
n
als
i
n
m
o
b
ile
an
d
r
em
o
te
en
v
ir
o
n
m
en
t
s
is
ce
n
tr
al
to
ad
v
an
cin
g
p
er
s
o
n
alize
d
m
ed
icin
e,
co
m
m
u
n
i
t
y
h
ea
lt
h
m
o
n
ito
r
in
g
,
an
d
l
ar
g
e
-
s
ca
le
ep
id
e
m
io
lo
g
ical
s
t
u
d
ies
[
7
]
,
[
9
]
.
Fig
u
r
e
2
.
B
io
m
ed
ical
s
i
g
n
als i
n
p
u
b
lic
-
h
ea
l
th
2
.
1
.
E
lect
ro
ence
ph
a
lo
g
ra
ph
y
E
E
G
m
ea
s
u
r
es
b
r
ai
n
elec
tr
i
ca
l
ac
tiv
i
t
y
th
r
o
u
g
h
s
ca
lp
e
lectr
o
d
es
an
d
h
a
s
lo
n
g
b
ee
n
u
s
ed
f
o
r
d
iag
n
o
s
i
n
g
n
e
u
r
o
lo
g
ical
d
is
o
r
d
er
s
s
u
ch
as
ep
ilep
s
y
,
s
leep
d
is
tu
r
b
an
ce
s
,
an
d
co
g
n
it
iv
e
i
m
p
a
ir
m
e
n
ts
[
1
0
]
.
I
n
r
ec
e
n
t
y
ea
r
s
,
E
E
G
p
r
o
ce
s
s
i
n
g
h
as
e
x
te
n
d
ed
to
m
en
tal
-
h
ea
lth
m
o
n
ito
r
in
g
,
f
ati
g
u
e
d
etec
tio
n
,
a
n
d
b
r
ain
co
m
p
u
ter
in
ter
f
ac
es
(
B
C
I
s
)
[1
2]
.
Ho
w
e
v
er
,
E
E
G
s
ig
n
al
s
ar
e
t
y
p
icall
y
lo
w
-
a
m
p
lit
u
d
e
an
d
h
ig
h
l
y
s
u
s
ce
p
tib
l
e
to
n
o
is
e
an
d
ar
tif
ac
ts
,
n
ec
ess
i
tatin
g
ad
v
an
ce
d
f
ilter
i
n
g
,
f
ea
t
u
r
e
-
e
x
tr
ac
tio
n
,
an
d
class
i
f
icat
io
n
tech
n
iq
u
es
th
a
t
d
em
a
n
d
s
u
b
s
ta
n
tial
co
m
p
u
tat
i
o
n
al
r
eso
u
r
ce
s
[
1
0
]
,
[
1
2
]
.
T
h
e
ab
ilit
y
to
p
r
o
ce
s
s
E
E
G
d
ata
i
n
r
ea
l
ti
m
e
i
s
cr
u
cial
f
o
r
clo
s
ed
-
lo
o
p
n
eu
r
o
-
m
o
n
ito
r
in
g
s
y
s
te
m
s
a
n
d
r
esp
o
n
s
iv
e
B
C
I
s
—
r
eq
u
ir
e
m
e
n
t
s
th
a
t
alig
n
w
ell
w
it
h
FP
GA
b
ased
ar
ch
itectu
r
es c
ap
ab
le
o
f
p
ar
allelize
d
,
lo
w
-
late
n
c
y
s
i
g
n
a
l h
an
d
li
n
g
[
6
]
,
[
7
]
.
2
.
2
.
E
lect
ro
m
y
o
g
ra
ph
y
E
MG
ca
p
tu
r
es e
lectr
ical
ac
ti
v
i
t
y
p
r
o
d
u
ce
d
b
y
s
k
ele
tal
m
u
s
cl
es a
n
d
p
r
o
v
id
es v
al
u
ab
le
i
n
f
o
r
m
atio
n
f
o
r
ass
es
s
i
n
g
n
e
u
r
o
m
u
s
c
u
lar
d
is
o
r
d
er
s
,
p
r
o
s
th
etic
co
n
tr
o
l,
an
d
r
eh
ab
ilit
atio
n
t
h
er
ap
ies
[
6
]
,
[
1
3
]
.
W
ea
r
a
b
le
E
MG
s
y
s
te
m
s
ar
e
in
cr
ea
s
i
n
g
l
y
u
s
e
d
to
m
o
n
ito
r
m
u
s
cle
f
a
tig
u
e,
d
etec
t
ab
n
o
r
m
al
m
o
tio
n
p
atter
n
s
,
an
d
s
u
p
p
o
r
t
tele
-
r
eh
ab
il
itatio
n
p
r
o
g
r
a
m
s
[
1
3
]
.
T
h
ese
ap
p
licatio
n
s
r
eq
u
i
r
e
h
ig
h
-
t
h
r
o
u
g
h
p
u
t
f
ea
t
u
r
e
ex
tr
ac
tio
n
(
e.
g
.
,
r
o
o
t
-
m
ea
n
-
s
q
u
ar
e,
ze
r
o
-
cr
o
s
s
i
n
g
(
Z
C
)
,
o
r
w
a
v
elet
f
ea
t
u
r
es)
,
an
d
r
ea
l
-
ti
m
e
cla
s
s
i
f
icatio
n
f
o
r
r
esp
o
n
s
iv
e
f
ee
d
b
ac
k
[
1
3
]
,
[
1
4
]
.
FP
GA
s
en
ab
le
e
f
f
i
cien
t
h
ar
d
w
ar
e
i
m
p
le
m
e
n
tat
io
n
o
f
t
h
ese
co
m
p
u
tatio
n
all
y
in
ten
s
i
v
e
al
g
o
r
ith
m
s
w
h
ile
m
ain
tain
in
g
lo
w
p
o
w
er
co
n
s
u
m
p
tio
n
—
cr
itical
f
o
r
b
atter
y
-
p
o
w
er
ed
w
ea
r
ab
le
d
ev
ices
u
s
ed
in
lo
n
g
-
ter
m
m
o
n
ito
r
i
n
g
o
r
ass
i
s
ti
v
e
tec
h
n
o
lo
g
ies
[
6
]
,
[
1
5
]
.
2
.
3
.
H
ea
rt
-
r
a
t
e
v
a
ria
bil
it
y
HR
V,
d
er
iv
ed
f
r
o
m
elec
tr
o
ca
r
d
io
g
r
am
(
E
C
G
)
s
ig
n
als
,
r
ef
l
ec
ts
au
to
n
o
m
ic
n
er
v
o
u
s
-
s
y
s
te
m
b
ala
n
ce
an
d
s
er
v
es
as
a
p
o
w
er
f
u
l
b
io
m
ar
k
er
f
o
r
ca
r
d
io
v
ascu
lar
h
e
alth
,
s
tr
ess
e
v
alu
a
tio
n
,
an
d
o
v
er
all
p
h
y
s
io
lo
g
ical
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
I
SS
N:
2089
-
4864
A
r
ev
iew
o
f field
-
p
r
o
g
r
a
mma
b
le
g
a
te
a
r
r
a
y
-
b
a
s
ed
b
io
med
ica
l sig
n
a
l p
r
o
ce
s
s
in
g
fo
r
p
u
b
lic
…
(
To
le
S
u
tikn
o
)
323
r
esil
ien
ce
[
5
]
,
[
1
1
]
.
P
u
b
lic
-
h
ea
lth
s
tu
d
ie
s
in
cr
ea
s
in
g
l
y
e
m
p
lo
y
H
R
V
to
e
v
al
u
ate
p
o
p
u
l
atio
n
s
tr
es
s
le
v
els,
o
cc
u
p
atio
n
al
w
ell
-
b
ein
g
,
an
d
ch
r
o
n
ic
-
d
is
ea
s
e
r
is
k
[
1
1
]
,
[
1
6
]
.
A
cc
u
r
ate
HR
V
a
n
al
y
s
i
s
r
eq
u
ir
es
p
r
ec
is
e
d
etec
tio
n
o
f
R
-
p
ea
k
s
a
n
d
r
o
b
u
s
t
co
m
p
u
tatio
n
o
f
ti
m
e
-
an
d
f
r
eq
u
en
c
y
-
d
o
m
ai
n
f
ea
t
u
r
es,
t
ask
s
th
at
ca
n
s
tr
ain
e
m
b
ed
d
ed
p
r
o
ce
s
s
o
r
s
w
h
e
n
i
m
p
le
m
e
n
ted
co
n
ti
n
u
o
u
s
l
y
i
n
p
o
r
tab
le
d
ev
ices
[
5
]
,
[
1
5
]
.
F
P
GA
-
b
a
s
ed
s
y
s
te
m
s
p
r
o
v
id
e
d
eter
m
in
i
s
tic
ti
m
in
g
an
d
co
n
cu
r
r
en
t
p
r
o
ce
s
s
in
g
p
ip
elin
es
th
at
en
h
a
n
ce
HR
V
co
m
p
u
tat
io
n
ac
cu
r
ac
y
an
d
r
esp
o
n
s
i
v
en
e
s
s
,
s
u
p
p
o
r
tin
g
lar
g
e
-
s
ca
le,
r
ea
l
-
ti
m
e
m
o
n
ito
r
in
g
i
n
itia
tiv
e
s
[
5
]
–
[
7
]
.
2
.
4
.
B
io
m
edica
l sig
na
l r
eq
ui
re
m
e
nts f
o
r
pu
blic
-
hea
lt
h
s
y
s
t
e
m
s
Fro
m
a
s
y
s
te
m
s
p
er
s
p
ec
tiv
e,
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
i
n
g
f
o
r
p
u
b
lic
-
h
ea
l
th
ap
p
licatio
n
s
m
u
s
t
s
a
tis
f
y
s
tr
in
g
en
t
r
eq
u
ir
e
m
en
ts
;
i)
s
ca
l
ab
ilit
y
—
s
u
p
p
o
r
tin
g
n
u
m
er
o
u
s
co
n
cu
r
r
en
t
d
ev
ice
s
a
n
d
u
s
er
s
[
3
]
,
[
8
]
,
ii)
en
er
g
y
ef
f
icien
c
y
—
m
i
n
i
m
izi
n
g
p
o
w
e
r
u
s
ag
e
f
o
r
lo
n
g
-
ter
m
o
p
er
atio
n
[
5
]
,
iii)
lo
w
late
n
c
y
—
en
ab
lin
g
i
m
m
ed
iat
e
f
ee
d
b
ac
k
f
o
r
clin
ical
o
r
b
eh
av
io
r
al
in
ter
v
e
n
tio
n
s
[
7
]
,
[
9
]
,
an
d
iv
)
d
ata
in
teg
r
it
y
a
n
d
s
ec
u
r
it
y
—
p
r
o
tectin
g
s
en
s
iti
v
e
h
ea
lt
h
i
n
f
o
r
m
atio
n
d
u
r
in
g
ac
q
u
i
s
itio
n
a
n
d
tr
an
s
m
i
s
s
io
n
[
1
7
]
,
[
1
8]
.
Me
etin
g
th
ese
r
eq
u
ir
e
m
en
ts
at
t
h
e
ed
g
e
d
em
a
n
d
s
r
ec
o
n
f
ig
u
r
ab
le
an
d
ad
ap
tiv
e
h
ar
d
w
ar
e
p
latf
o
r
m
s
.
FP
GAs,
th
r
o
u
g
h
t
h
eir
ca
p
ac
it
y
f
o
r
p
ar
allel
ex
ec
u
t
io
n
an
d
o
n
-
th
e
-
f
l
y
r
ec
o
n
f
ig
u
r
atio
n
,
p
r
esen
t
a
v
iab
le
s
o
lu
tio
n
t
h
at
b
r
id
g
es
in
d
iv
id
u
al
p
atien
t
m
o
n
ito
r
i
n
g
w
it
h
p
o
p
u
latio
n
-
s
ca
le
p
u
b
lic
-
h
ea
lth
an
a
l
y
t
ics
[
6
]
–
[
8
]
.
3.
RE
CO
NF
I
G
U
RAB
L
E
H
A
RDWAR
E
ARCH
I
T
E
CT
URES
F
O
R
B
I
O
M
E
DIC
AL
S
I
G
NA
L
P
RO
CE
SS
I
N
G
T
h
e
g
r
o
w
in
g
co
m
p
le
x
it
y
o
f
b
io
m
ed
ical
d
ata
an
d
th
e
d
e
m
an
d
f
o
r
r
ea
l
-
ti
m
e
a
n
al
y
s
i
s
h
av
e
m
ad
e
h
ar
d
w
ar
e
r
ec
o
n
f
i
g
u
r
ab
ilit
y
a
ce
n
tr
al
f
ea
t
u
r
e
o
f
n
e
x
t
-
g
en
er
atio
n
h
ea
lt
h
-
m
o
n
ito
r
in
g
s
y
s
te
m
s
[
7
]
,
[
8
]
.
C
o
n
v
en
t
io
n
al
p
r
o
ce
s
s
o
r
s
—
alt
h
o
u
g
h
f
le
x
ib
le
—
ar
e
o
f
te
n
co
n
s
tr
ai
n
ed
b
y
s
er
ial
ex
ec
u
tio
n
an
d
h
ig
h
e
n
er
g
y
d
em
a
n
d
s
,
l
i
m
i
tin
g
t
h
eir
ap
p
li
ca
b
ilit
y
i
n
co
n
t
in
u
o
u
s
o
r
m
o
b
ile
h
ea
lt
h
(
m
Hea
lt
h
)
en
v
ir
o
n
m
en
ts
[
1
9
]
,
[
2
0
]
.
I
n
co
n
tr
ast,
r
ec
o
n
f
i
g
u
r
ab
le
co
m
p
u
ti
n
g
p
latf
o
r
m
s
s
u
c
h
as
FP
GA
s
,
co
ar
s
e
-
g
r
ai
n
ed
r
ec
o
n
f
i
g
u
r
ab
le
ar
r
ay
s
(
C
GR
As),
an
d
h
eter
o
g
e
n
eo
u
s
s
y
s
te
m
-
on
-
c
h
ip
s
(
So
C
s
)
o
f
f
er
th
e
ab
ilit
y
to
tailo
r
h
a
r
d
w
ar
e
to
s
p
ec
i
f
ic
s
ig
n
al
-
p
r
o
ce
s
s
i
n
g
tas
k
s
w
h
ile
m
ai
n
tai
n
i
n
g
ad
a
p
tab
ilit
y
to
ev
o
lv
i
n
g
alg
o
r
ith
m
s
[
5
]
,
[
2
1
]
.
T
h
ese
p
r
o
p
e
r
ties
m
ak
e
t
h
e
m
id
ea
l
f
o
r
b
io
m
ed
ical
ap
p
licatio
n
s
,
w
h
e
r
e
w
o
r
k
lo
ad
s
v
ar
y
ac
r
o
s
s
ac
q
u
i
s
itio
n
,
f
ilter
i
n
g
,
f
ea
t
u
r
e
ex
tr
ac
tio
n
,
a
n
d
cla
s
s
i
f
icatio
n
s
tag
e
s
[
7
]
,
[
8
]
,
[
2
0
]
.
A
s
ill
u
s
t
r
ated
in
F
ig
u
r
e
3
,
t
h
ese
r
ec
o
n
f
i
g
u
r
ab
le
h
ar
d
w
ar
e
ar
ch
itect
u
r
es
f
o
r
m
a
la
y
er
ed
f
r
a
m
e
w
o
r
k
f
o
r
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
in
g
,
e
n
ab
lin
g
ad
ap
tiv
e
co
m
p
u
tatio
n
p
ip
elin
es o
p
ti
m
ized
f
o
r
r
ea
l
-
ti
m
e,
an
d
lo
w
-
p
o
w
er
h
e
alt
h
ca
r
e
ap
p
licatio
n
s
.
Fig
u
r
e
3
.
R
ec
o
n
f
ig
u
r
ab
le
h
ar
d
w
ar
e
ar
ch
itec
tu
r
es
f
o
r
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
9
-
4864
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
,
Vo
l.
15
,
No
.
2
,
J
u
l
y
202
6
:
320
-
3
3
8
324
3
.
1
.
F
ield
-
pro
g
r
a
m
m
a
ble g
a
t
e
a
rr
a
y
a
nd
s
y
s
t
e
m
-
on
-
chi
p
f
un
da
m
ent
a
ls
An
FP
G
A
co
n
s
i
s
ts
o
f
an
ar
r
ay
o
f
co
n
f
ig
u
r
ab
le
lo
g
ic
b
l
o
ck
s
,
p
r
o
g
r
a
m
m
ab
le
in
ter
c
o
n
n
ec
ts
,
a
n
d
e
m
b
ed
d
ed
r
eso
u
r
ce
s
s
u
ch
as
d
ig
ital
-
s
i
g
n
al
-
p
r
o
ce
s
s
in
g
(
DS
P
)
s
lices,
b
lo
ck
r
an
d
o
m
ac
ce
s
s
m
e
m
o
r
ie
s
(
B
lo
ck
R
A
Ms)
,
a
n
d
h
ar
d
w
ar
e
m
u
lti
p
lier
s
[
5
]
,
[
1
9
]
.
Un
lik
e
f
i
x
ed
-
f
u
n
ctio
n
A
SIC
s
,
FP
G
A
s
ca
n
b
e
r
ep
r
o
g
r
am
m
ed
p
o
s
t
-
f
ab
r
icatio
n
to
i
m
p
le
m
e
n
t
d
if
f
er
e
n
t
ar
ch
itect
u
r
es
o
r
ad
ap
t
to
n
e
w
s
i
g
n
al
-
p
r
o
ce
s
s
in
g
p
ip
elin
es
[
8
]
,
[
2
1
]
.
T
h
eir
in
h
er
en
t
p
ar
allelis
m
allo
w
s
s
i
m
u
lta
n
eo
u
s
ex
ec
u
tio
n
o
f
m
u
ltip
le
p
r
o
ce
s
s
in
g
s
tag
e
s
—
c
r
itical
f
o
r
h
an
d
lin
g
h
ig
h
-
f
r
eq
u
en
c
y
b
io
s
i
g
n
al
s
s
u
c
h
as
E
E
G
an
d
E
MG
—
w
h
i
le
d
eter
m
i
n
is
tic
t
i
m
in
g
en
s
u
r
es
co
n
s
i
s
te
n
t
laten
c
y
,
a
r
eq
u
ir
e
m
en
t in
s
af
et
y
-
cr
itical
m
ed
ical
s
y
s
te
m
s
[
1
9
]
,
[
2
0
]
.
Mo
d
er
n
So
C
-
b
ased
FP
GA
s
i
n
teg
r
ate
g
en
er
al
-
p
u
r
p
o
s
e
p
r
o
ce
s
s
i
n
g
co
r
es
(
e.
g
.
,
A
R
M
C
o
r
te
x
-
A
s
er
ie
s
)
w
it
h
r
ec
o
n
f
ig
u
r
ab
le
lo
g
ic
f
ab
r
ic,
cr
ea
tin
g
a
h
y
b
r
id
p
latf
o
r
m
th
at
m
er
g
e
s
s
o
f
t
w
ar
e
f
le
x
i
b
ilit
y
w
it
h
h
ar
d
w
ar
e
ac
ce
ler
atio
n
[
5
]
,
[
1
6
]
,
[
2
1
]
.
T
h
is
ar
ch
itectu
r
e
en
ab
les
th
e
p
ar
titi
o
n
in
g
o
f
b
io
m
ed
ical
w
o
r
k
lo
ad
s
:
co
m
p
u
tatio
n
all
y
i
n
ten
s
i
v
e
o
p
er
atio
n
s
(
e.
g
.
,
w
a
v
elet
tr
a
n
s
f
o
r
m
s
an
d
f
ilter
i
n
g
)
ar
e
o
f
f
lo
ad
ed
to
th
e
FP
GA
f
ab
r
ic,
w
h
ile
co
n
tr
o
l,
co
m
m
u
n
icatio
n
,
an
d
u
s
er
-
i
n
t
er
f
ac
e
tas
k
s
r
e
m
ai
n
in
th
e
e
m
b
ed
d
ed
p
r
o
ce
s
s
o
r
d
o
m
ai
n
[
2
0
]
,
[
2
1
]
.
Su
ch
h
ar
d
w
ar
e
–
s
o
f
t
w
ar
e
i
n
te
g
r
atio
n
p
r
o
v
id
es
a
b
alan
ce
d
ap
p
r
o
ac
h
f
o
r
r
eso
u
r
ce
-
co
n
s
tr
ain
ed
h
ea
lt
h
d
ev
ices r
eq
u
ir
in
g
b
o
th
ad
ap
tab
ilit
y
a
n
d
lo
w
-
p
o
w
er
o
p
er
atio
n
[
7
]
,
[
1
6
]
.
3
.
2
.
F
ield
-
pro
g
r
a
m
m
a
ble g
a
t
e
a
rr
a
y
des
ig
n w
o
rk
f
lo
w
f
o
r
bio
m
e
dica
l sy
s
t
e
m
s
T
h
e
d
ev
elo
p
m
e
n
t
o
f
FP
G
A
-
b
ased
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
o
r
s
t
y
p
icall
y
f
o
llo
w
s
a
m
u
lti
-
s
ta
g
e
w
o
r
k
f
lo
w
en
co
m
p
a
s
s
i
n
g
alg
o
r
ith
m
m
o
d
eli
n
g
,
h
ar
d
w
ar
e
m
ap
p
in
g
,
an
d
v
er
if
icat
io
n
[
2
0
]
,
[
2
1
]
.
I
n
itiall
y
,
alg
o
r
ith
m
s
f
o
r
s
i
g
n
al
ac
q
u
i
s
itio
n
a
n
d
f
ea
t
u
r
e
ex
tr
ac
tio
n
ar
e
m
o
d
eled
in
h
ig
h
-
le
v
el
lan
g
u
a
g
es
s
u
c
h
a
s
MA
T
L
A
B
o
r
P
y
t
h
o
n
.
T
h
ese
m
o
d
el
s
ar
e
th
e
n
tr
an
s
lated
in
to
h
ar
d
w
ar
e
d
escr
ip
tio
n
s
u
s
in
g
h
ar
d
w
ar
e
d
escr
ip
tio
n
lan
g
u
a
g
es
(
HD
L
s
)
li
k
e
v
er
y
h
i
g
h
s
p
ee
d
in
te
g
r
ated
cir
cu
it
h
ar
d
w
ar
e
d
escr
ip
tio
n
la
n
g
u
a
g
e
(
VHDL
)
o
r
Ver
ilo
g
,
o
r
th
r
o
u
g
h
h
ig
h
-
lev
e
l
s
y
n
th
e
s
is
(
H
L
S)
to
o
ls
t
h
at
g
e
n
er
ate
o
p
ti
m
ized
r
eg
is
ter
-
tr
a
n
s
f
er
-
lev
el
d
esi
g
n
s
f
r
o
m
C
/C
++
co
d
e
[
1
6
]
,
[
2
0
]
.
HL
S
f
r
a
m
e
w
o
r
k
s
s
i
g
n
if
ican
tl
y
r
ed
u
ce
d
ev
elo
p
m
e
n
t
ti
m
e,
allo
w
i
n
g
b
io
m
ed
ica
l
en
g
i
n
ee
r
s
w
i
th
li
m
i
ted
h
ar
d
w
a
r
e
ex
p
er
ien
ce
to
d
esig
n
ef
f
icie
n
t FP
G
A
ac
ce
ler
ato
r
s
[
2
0
]
,
[
2
1
]
.
T
h
e
v
er
if
icatio
n
s
tag
e
i
n
v
o
l
v
es
f
u
n
ctio
n
al
s
i
m
u
latio
n
a
n
d
h
ar
d
w
ar
e
-
in
-
t
h
e
-
lo
o
p
test
in
g
to
en
s
u
r
e
r
eliab
ilit
y
an
d
ac
cu
r
ac
y
—
es
s
en
tia
l
attr
ib
u
tes
f
o
r
m
ed
ic
al
ap
p
licatio
n
s
s
u
b
j
ec
t
to
r
eg
u
la
to
r
y
s
cr
u
ti
n
y
[
1
9
]
,
[
2
0
]
.
I
n
cr
ea
s
in
g
l
y
,
d
esi
g
n
w
o
r
k
f
lo
w
s
i
n
co
r
p
o
r
ate
h
a
r
d
w
ar
e
–
s
o
f
t
w
ar
e
co
-
s
i
m
u
latio
n
,
en
ab
lin
g
iter
ati
v
e
o
p
tim
izatio
n
b
et
w
ee
n
al
g
o
r
ith
m
ic
p
er
f
o
r
m
a
n
ce
an
d
h
ar
d
w
a
r
e
co
n
s
tr
ain
t
s
s
u
ch
a
s
p
o
w
er
co
n
s
u
m
p
tio
n
,
lo
g
ic
u
tili
za
t
io
n
,
a
n
d
ti
m
in
g
clo
s
u
r
e
[
2
0
]
,
[
2
1
]
.
On
ce
v
alid
ated
,
F
P
GA
co
n
f
i
g
u
r
at
io
n
s
ca
n
b
e
d
e
p
lo
y
ed
o
n
p
o
r
tab
le
h
ea
lt
h
-
m
o
n
ito
r
in
g
p
lat
f
o
r
m
s
o
r
in
teg
r
ated
i
n
to
in
ter
n
et
-
of
-
m
ed
ical
-
th
in
g
s
(
I
o
MT
)
ec
o
s
y
s
te
m
s
f
o
r
r
ea
l
-
ti
m
e
d
ata
p
r
o
ce
s
s
in
g
[
1
6
]
,
[
2
2
]
.
3
.
3
.
Ada
pta
bil
it
y
a
nd
runti
m
e
re
co
nfig
ura
t
io
n
A
d
ef
in
i
n
g
f
ea
tu
r
e
o
f
FP
GAs
is
th
eir
ab
ilit
y
to
s
u
p
p
o
r
t
DP
R
—
th
e
m
o
d
if
icat
io
n
o
f
s
p
ec
if
ic
h
ar
d
w
ar
e
r
eg
io
n
s
d
u
r
in
g
o
p
er
atio
n
w
ith
o
u
t
in
ter
r
u
p
tin
g
t
h
e
r
est
o
f
t
h
e
s
y
s
te
m
[
8
]
,
[
1
9
]
.
I
n
b
io
m
ed
ical
co
n
tex
t
s
,
DP
R
en
ab
les
ad
ap
tiv
e
s
ig
n
al
-
p
r
o
ce
s
s
i
n
g
p
ip
eli
n
es
t
h
at
ca
n
s
w
itch
al
g
o
r
it
h
m
s
o
n
d
e
m
an
d
;
f
o
r
in
s
tan
ce
,
tr
an
s
itio
n
i
n
g
f
r
o
m
n
o
i
s
e
f
i
lte
r
in
g
to
f
ea
t
u
r
e
ex
tr
ac
tio
n
as
d
ata
co
n
d
itio
n
s
ch
a
n
g
e
[
5
]
,
[
2
0
]
.
T
h
is
r
u
n
ti
m
e
f
le
x
ib
ilit
y
allo
w
s
w
ea
r
ab
le
o
r
im
p
la
n
tab
le
d
ev
ice
s
to
m
ai
n
tai
n
p
er
f
o
r
m
a
n
ce
w
h
ile
m
i
n
i
m
izi
n
g
e
n
er
g
y
co
n
s
u
m
p
tio
n
,
as
o
n
l
y
ac
ti
v
e
m
o
d
u
les
co
n
s
u
m
e
p
o
w
er
[
7
]
,
[
8
]
.
Mo
r
e
o
v
er
,
it
ex
te
n
d
s
th
e
d
ev
ice’
s
li
f
esp
a
n
b
y
allo
w
i
n
g
r
e
m
o
te
u
p
d
ates
o
f
d
iag
n
o
s
t
ic
alg
o
r
it
h
m
s
w
it
h
o
u
t
h
a
r
d
w
ar
e
r
ep
lace
m
e
n
t
—
a
c
r
u
cial
ad
v
a
n
tag
e
i
n
lar
g
e
-
s
ca
le
tele
m
ed
icin
e
d
ep
lo
y
m
e
n
t
s
[
1
6
]
,
[
2
2
]
.
3
.
4
.
Adv
a
nt
a
g
es f
o
r
bio
m
ed
i
ca
l a
pp
lica
t
io
ns
C
o
m
p
ar
ed
w
ith
C
P
Us
a
n
d
G
P
Us,
FP
GA
-
b
ased
ar
ch
itect
u
r
es
o
f
f
er
a
s
u
p
er
io
r
co
m
b
i
n
ati
o
n
o
f
lo
w
laten
c
y
,
d
eter
m
in
is
tic
r
esp
o
n
s
e,
an
d
en
er
g
y
ef
f
icie
n
c
y
[
7
]
,
[
1
9
]
.
T
h
eir
r
ec
o
n
f
i
g
u
r
ab
ili
t
y
f
ac
i
litate
s
r
ap
id
ad
ap
tatio
n
to
n
e
w
b
io
s
ig
n
al
m
o
d
el
s
o
r
A
I
-
b
ased
class
i
f
ie
r
s
,
en
s
u
r
i
n
g
lo
n
g
-
ter
m
s
ca
lab
ilit
y
f
o
r
h
ea
lth
ca
r
e
tech
n
o
lo
g
ies
[
2
0
]
,
[
2
1
]
.
Fu
r
th
er
m
o
r
e,
th
eir
p
ar
allel
p
ip
elin
e
s
tr
u
ctu
r
e
alig
n
s
n
atu
r
all
y
with
th
e
m
u
lt
i
-
s
ta
g
e
n
atu
r
e
o
f
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
in
g
—
ac
q
u
is
itio
n
,
f
il
ter
in
g
,
f
ea
t
u
r
e
e
x
tr
ac
tio
n
,
a
n
d
clas
s
i
f
icatio
n
—
allo
w
i
n
g
co
n
c
u
r
r
en
t
o
p
er
atio
n
w
it
h
m
i
n
i
m
al
d
ela
y
[
7
]
,
[
8
]
,
[
2
0
]
.
W
h
en
in
teg
r
ated
i
n
to
So
C
en
v
ir
o
n
m
e
n
ts
,
FP
GAs
ca
n
ac
h
ie
v
e
r
ea
l
-
ti
m
e
d
ata
th
r
o
u
g
h
p
u
t
w
i
th
i
n
ti
g
h
t
en
er
g
y
b
u
d
g
et
s
,
m
a
k
i
n
g
t
h
e
m
p
ar
ticu
lar
l
y
s
u
i
tab
le
f
o
r
co
n
tin
u
o
u
s
,
w
ea
r
ab
le,
o
r
b
atter
y
-
p
o
w
er
ed
h
ea
lt
h
-
m
o
n
ito
r
in
g
s
y
s
te
m
s
[
5
]
,
[
1
6
]
,
[
2
2
]
.
I
n
s
u
m
m
a
r
y
,
r
e
c
o
n
f
ig
u
r
a
b
l
e
a
r
c
h
it
e
c
tu
r
es
b
r
i
d
g
e
t
h
e
p
e
r
f
o
r
m
an
c
e
–
f
l
ex
i
b
i
l
it
y
g
a
p
b
e
t
w
e
en
c
o
n
v
en
t
i
o
n
al
p
r
o
c
e
s
s
o
r
s
an
d
f
ix
e
d
-
f
u
n
ct
i
o
n
a
c
c
e
l
e
r
a
t
o
r
s
,
o
f
f
e
r
i
n
g
a
cu
s
t
o
m
i
z
a
b
l
e
f
o
u
n
d
a
ti
o
n
f
o
r
b
i
o
m
e
d
ica
l
s
ig
n
a
l
p
r
o
c
e
s
s
in
g
[
7
]
,
[
8
]
,
[
2
1
]
.
A
s
th
e
s
u
b
s
e
q
u
e
n
t
s
e
c
t
i
o
n
s
d
em
o
n
s
t
r
a
t
e
,
F
P
GA
-
b
a
s
e
d
d
e
s
i
g
n
s
h
av
e
a
l
r
ea
d
y
p
r
o
v
en
e
f
f
e
ct
iv
e
a
c
r
o
s
s
E
E
G
,
E
M
G
,
an
d
H
R
V
ap
p
l
i
c
a
t
i
o
n
s
,
d
e
liv
e
r
in
g
ta
n
g
i
b
l
e
im
p
r
o
v
em
en
t
s
in
th
r
o
u
g
h
p
u
t
,
la
t
e
n
cy
,
an
d
en
e
r
g
y
p
e
r
f
o
r
m
an
c
e
—
k
ey
en
a
b
l
e
r
s
o
f
n
ex
t
-
g
en
e
r
a
ti
o
n
p
u
b
li
c
-
h
e
a
l
th
an
d
m
H
e
al
th
s
o
l
u
t
i
o
n
s
[
1
6
]
,
[
2
2
]
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
I
SS
N:
2089
-
4864
A
r
ev
iew
o
f field
-
p
r
o
g
r
a
mma
b
le
g
a
te
a
r
r
a
y
-
b
a
s
ed
b
io
med
ica
l sig
n
a
l p
r
o
ce
s
s
in
g
fo
r
p
u
b
lic
…
(
To
le
S
u
tikn
o
)
325
4.
F
P
G
A
-
B
ASE
D
I
M
P
L
E
M
E
NT
AT
I
O
NS F
O
R
B
I
O
M
E
DICAL
S
I
G
NAL
S
T
h
e
ef
f
ec
ti
v
e
n
ess
o
f
FP
G
A
te
ch
n
o
lo
g
y
i
n
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
in
g
l
ies
i
n
its
ab
ilit
y
t
o
co
m
b
i
n
e
h
ig
h
p
er
f
o
r
m
an
ce
,
d
eter
m
in
is
t
ic
laten
c
y
,
an
d
e
n
er
g
y
e
f
f
icie
n
c
y
w
it
h
i
n
co
m
p
ac
t,
r
ec
o
n
f
i
g
u
r
ab
le
h
ar
d
w
ar
e
[
5
]
,
[
6
]
.
Ov
er
t
h
e
p
ast
d
ec
ad
e
,
n
u
m
er
o
u
s
FP
G
A
-
b
a
s
ed
i
m
p
le
m
en
tatio
n
s
h
a
v
e
b
ee
n
d
ev
elo
p
ed
f
o
r
p
r
o
ce
s
s
in
g
p
h
y
s
io
lo
g
ical
s
i
g
n
als
s
u
c
h
as
E
E
G,
E
MG
,
an
d
HR
V
[
1
0
]
,
[
1
1
]
,
[
1
3
]
.
T
h
ese
s
y
s
te
m
s
ar
e
d
esig
n
ed
to
m
ee
t
t
h
e
s
tr
in
g
en
t
d
e
m
an
d
s
o
f
r
ea
l
-
ti
m
e
o
p
er
atio
n
,
lo
w
p
o
w
er
co
n
s
u
m
p
tio
n
,
an
d
ac
cu
r
ate
f
ea
tu
r
e
ex
tr
ac
tio
n
i
n
w
ea
r
ab
le
a
n
d
m
o
b
ile
h
ea
lt
h
ca
r
e
en
v
ir
o
n
m
e
n
t
s
[
1
0
]
,
[
1
2
]
.
T
h
e
o
v
er
all
ar
ch
itect
u
r
e
a
n
d
r
ep
r
esen
tati
v
e
FP
G
A
b
ased
i
m
p
le
m
e
n
tat
io
n
s
f
o
r
t
h
ese
b
io
m
ed
ical
s
i
g
n
al
d
o
m
a
in
s
ar
e
il
lu
s
tr
ated
in
Fig
u
r
e
4
,
h
ig
h
li
g
h
t
in
g
t
h
e
d
iv
er
s
it
y
o
f
d
esi
g
n
ap
p
r
o
ac
h
e
s
an
d
th
eir
r
ele
v
an
ce
to
p
u
b
li
c
-
h
ea
lth
a
n
d
m
Hea
lth
ap
p
licat
io
n
s
[
5
]
,
[
2
3
]
.
T
h
is
s
ec
tio
n
r
e
v
ie
w
s
s
tate
-
of
-
t
h
e
-
ar
t
FP
GA
ar
ch
itec
tu
r
es
ap
p
lied
to
e
ac
h
s
i
g
n
al
d
o
m
ai
n
a
n
d
d
is
c
u
s
s
es
co
m
p
ar
ati
v
e
p
er
f
o
r
m
a
n
ce
i
n
s
i
g
h
ts
r
ele
v
an
t
to
r
ea
l
-
w
o
r
ld
d
ep
lo
y
m
e
n
t sce
n
ar
io
s
.
Fig
u
r
e
4
.
FP
GA
-
b
ased
i
m
p
le
m
en
tatio
n
s
f
o
r
b
io
m
ed
ical
s
i
g
n
als
4
.
1
.
F
ield
-
pro
g
r
a
m
m
a
ble g
a
t
e
a
rr
a
y
i
m
ple
m
ent
a
t
io
ns
f
o
r
elec
t
ro
ence
ph
a
lo
g
ra
ph
y
pro
ce
s
s
ing
E
E
G
p
r
esen
ts
a
u
n
iq
u
e
co
m
p
u
tatio
n
a
l
ch
al
len
g
e
d
u
e
to
t
h
e
lar
g
e
v
o
l
u
m
e
o
f
h
ig
h
-
f
r
eq
u
en
c
y
,
lo
w
-
a
m
p
lit
u
d
e
s
ig
n
al
s
th
at
r
eq
u
ir
e
r
ea
l
-
ti
m
e
n
o
is
e
r
e
m
o
v
al,
f
ea
tu
r
e
ex
tr
ac
tio
n
,
a
n
d
class
i
f
icatio
n
[
1
0
]
,
[
1
2
]
.
T
r
a
d
itio
n
al
s
o
f
t
w
ar
e
-
b
ased
i
m
p
le
m
e
n
tat
io
n
s
o
f
te
n
s
tr
u
g
g
l
e
to
s
atis
f
y
t
h
e
late
n
c
y
r
eq
u
i
r
e
m
en
t
s
o
f
cli
n
ical
m
o
n
ito
r
i
n
g
a
n
d
b
r
ain
–
co
m
p
u
t
er
in
ter
f
ac
e
(
B
C
I
)
ap
p
licatio
n
s
[
1
2
]
.
FP
GA
-
b
ased
E
E
G
s
y
s
te
m
s
ad
d
r
ess
t
h
ese
li
m
ita
tio
n
s
b
y
e
x
p
lo
itin
g
h
ar
d
w
ar
e
-
le
v
el
p
ar
allelis
m
to
ac
ce
ler
ate
co
r
e
s
ig
n
al
-
p
r
o
ce
s
s
i
n
g
o
p
er
atio
n
s
.
Fo
r
ex
a
m
p
le,
d
is
cr
ete
w
a
v
elet
t
r
an
s
f
o
r
m
s
(
DW
T
)
an
d
f
ast
Fo
u
r
ier
tr
an
s
f
o
r
m
(
FF
T
)
m
o
d
u
les
h
av
e
b
ee
n
i
m
p
le
m
en
ted
d
ir
ec
tl
y
in
FP
GA
f
ab
r
ic
to
p
er
f
o
r
m
m
u
lt
ilev
el
f
ilter
i
n
g
an
d
s
p
ec
tr
al
a
n
al
y
s
is
[
1
0
]
,
[
1
2
]
,
[
2
3
]
.
R
ec
en
t
s
t
u
d
ies
h
a
v
e
r
ep
o
r
ted
s
u
b
s
ta
n
tial
late
n
c
y
r
ed
u
ctio
n
s
co
m
p
ar
ed
w
it
h
s
o
f
t
w
ar
e
-
b
ase
d
ap
p
r
o
ac
h
es
w
h
il
e
m
ai
n
tai
n
in
g
r
eliab
le
ac
cu
r
ac
y
in
ev
e
n
t d
etec
tio
n
a
n
d
s
eiz
u
r
e
class
i
f
icatio
n
[
1
0
]
,
[
2
4
]
.
I
n
ad
d
itio
n
,
ar
tif
ac
t
-
r
e
m
o
v
al
tech
n
iq
u
e
s
,
s
u
ch
a
s
i
n
d
ep
en
d
en
t
co
m
p
o
n
en
t
an
a
l
y
s
is
(
I
C
A
)
an
d
ad
ap
tiv
e
f
ilte
r
i
n
g
,
h
a
v
e
b
ee
n
ef
f
icie
n
tl
y
m
ap
p
ed
o
n
to
r
e
co
n
f
i
g
u
r
ab
le
h
ar
d
w
ar
e
p
ip
elin
es
[
1
3
]
.
Mo
d
er
n
FP
GA
–
So
C
p
lat
f
o
r
m
s
f
u
r
t
h
er
en
h
a
n
ce
s
y
s
te
m
f
lex
ib
ili
t
y
b
y
in
te
g
r
atin
g
e
m
b
ed
d
ed
p
r
o
ce
s
s
o
r
s
,
s
u
c
h
as
AR
M
C
o
r
tex
-
A
9
co
r
es,
to
s
u
p
p
o
r
t
a
d
ap
tiv
e
p
ar
am
eter
u
p
d
ates
a
n
d
h
y
b
r
id
o
n
lin
e
E
E
G
an
al
y
s
i
s
[
1
3
]
,
[
1
4
]
.
FP
GA
b
ased
m
ac
h
i
n
e
-
lear
n
in
g
cla
s
s
i
f
ier
s
,
i
n
cl
u
d
in
g
s
u
p
p
o
r
t
v
ec
to
r
m
ac
h
in
e
s
(
SVM
s
)
an
d
li
g
h
t
weig
h
t
co
n
v
o
lu
tio
n
al
n
eu
r
al
n
et
w
o
r
k
s
(
C
NNs),
h
a
v
e
also
b
ee
n
d
ep
lo
y
ed
f
o
r
co
g
n
iti
v
e
-
s
ta
te
r
ec
o
g
n
itio
n
a
n
d
m
e
n
tal
-
f
at
ig
u
e
d
etec
tio
n
[
1
3
]
,
[
2
1
]
.
C
o
llectiv
el
y
,
th
ese
d
ev
e
lo
p
m
en
ts
d
e
m
o
n
s
tr
ate
t
h
e
p
o
t
en
tial
o
f
FP
GA
-
b
ased
ar
ch
itectu
r
es
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
9
-
4864
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
,
Vo
l.
15
,
No
.
2
,
J
u
l
y
202
6
:
320
-
3
3
8
326
to
d
eliv
er
lo
w
-
late
n
c
y
,
e
n
er
g
y
-
ef
f
ic
ien
t,
a
n
d
s
ca
lab
le
E
E
G
p
r
o
ce
s
s
in
g
f
o
r
b
o
th
clin
ical
an
d
w
ea
r
ab
le
n
e
u
r
o
-
m
o
n
ito
r
i
n
g
ap
p
licatio
n
s
[
1
0
]
,
[
1
2
]
,
[
2
3
]
.
4
.
2
.
F
ield
-
pro
g
r
a
m
m
a
ble g
a
t
e
a
rr
a
y
i
m
ple
m
ent
a
t
io
ns
f
o
r
elec
t
ro
m
y
o
g
ra
ph
y
pro
ce
s
s
i
ng
E
MG
p
r
o
ce
s
s
in
g
b
en
e
f
it
s
s
i
g
n
i
f
ican
tl
y
f
r
o
m
FP
G
A
-
b
ased
ac
ce
ler
atio
n
d
u
e
to
it
s
d
e
m
a
n
d
f
o
r
h
ig
h
-
s
p
ee
d
co
m
p
u
tatio
n
an
d
co
n
t
in
u
o
u
s
d
ata
f
lo
w
[
6
]
,
[
1
3
]
.
E
M
G
s
i
g
n
al
s
,
t
y
p
ica
ll
y
in
th
e
2
0
–
5
0
0
Hz
r
an
g
e,
ar
e
w
id
el
y
u
s
ed
in
p
r
o
s
th
e
tic
co
n
t
r
o
l,
m
u
s
cle
-
f
ati
g
u
e
ass
e
s
s
m
e
n
t
,
an
d
tele
-
r
eh
ab
il
itatio
n
[
1
3
]
.
Pro
ce
s
s
in
g
in
v
o
l
v
es
s
ev
er
al
co
m
p
u
tatio
n
all
y
in
te
n
s
iv
e
s
tep
s
:
p
r
e
-
f
ilter
i
n
g
,
f
ea
t
u
r
e
ex
tr
ac
tio
n
,
a
n
d
p
atter
n
class
if
icatio
n
[
1
3
]
,
[
1
4
]
.
FP
GAs
ar
e
p
ar
ticu
lar
ly
w
ell
-
s
u
ited
f
o
r
r
ea
l
-
ti
m
e
f
ea
t
u
r
e
ex
tr
ac
tio
n
,
i
m
p
le
m
e
n
ti
n
g
m
etr
ics
s
u
c
h
as
m
ea
n
-
ab
s
o
lu
te
v
alu
e
(
M
A
V)
,
ze
r
o
-
cr
o
s
s
i
n
g
,
w
av
e
f
o
r
m
-
le
n
g
th
(
W
L
)
,
an
d
au
to
r
e
g
r
ess
i
v
e
c
o
ef
f
icie
n
t
s
t
h
r
o
u
g
h
p
ip
e
lin
ed
h
ar
d
w
ar
e
[
1
2
]
,
[
1
4
]
.
Stu
d
ies
h
av
e
d
e
m
o
n
s
tr
ated
FP
GA
-
b
ased
E
MG
s
y
s
te
m
s
a
ch
iev
in
g
u
p
to
1
0
×
lo
w
er
late
n
c
y
an
d
5
×
lo
w
er
p
o
w
er
co
n
s
u
m
p
tio
n
co
m
p
ar
ed
w
it
h
m
icr
o
co
n
tr
o
ller
o
r
DSP
-
b
ased
d
esig
n
s
[
6
]
,
[
1
3
]
,
[
2
3
]
.
A
r
ep
r
esen
tati
v
e
ex
a
m
p
le
is
th
e
i
m
p
le
m
e
n
tatio
n
o
f
an
F
P
GA
-
co
n
tr
o
lled
p
r
o
s
th
etic
h
a
n
d
,
w
h
er
e
s
u
r
f
ac
e
E
MG
s
i
g
n
als
ar
e
p
r
o
ce
s
s
ed
th
r
o
u
g
h
a
h
ar
d
w
ar
e
-
ac
ce
ler
ated
SVM
clas
s
i
f
ie
r
[
1
3
]
,
[
1
4
]
.
T
h
e
ar
ch
itect
u
r
e
ac
h
ie
v
ed
r
ea
l
-
ti
m
e
co
n
tr
o
l
w
it
h
late
n
c
y
b
elo
w
1
0
m
s
,
en
ab
li
n
g
s
m
o
o
th
m
o
ti
o
n
tr
an
s
itio
n
s
[
1
2
]
,
[
1
4
]
.
I
n
an
o
th
er
ap
p
r
o
ac
h
,
w
a
v
elet
-
p
ac
k
et
d
ec
o
m
p
o
s
itio
n
(
W
P
D)
w
as
i
m
p
le
m
e
n
ted
in
F
P
GA
f
ab
r
ic
to
ex
tr
ac
t
m
u
s
cle
-
f
ati
g
u
e
f
ea
t
u
r
es,
s
h
o
w
i
n
g
s
u
b
s
ta
n
tial
p
er
f
o
r
m
a
n
ce
g
ai
n
s
o
v
er
C
P
U
-
b
ased
co
m
p
u
tatio
n
[
1
3
]
,
[
1
4
]
,
[
2
3
]
.
T
h
ese
ar
ch
itect
u
r
es
ill
u
s
tr
ate
h
o
w
r
ec
o
n
f
i
g
u
r
ab
le
d
esig
n
s
n
o
t
o
n
l
y
m
ee
t
ti
m
i
n
g
co
n
s
tr
ain
ts
b
u
t
al
s
o
ex
ten
d
b
atter
y
li
f
e
f
o
r
p
o
r
t
ab
le
an
d
w
ea
r
ab
le
E
MG
ap
p
licatio
n
s
—
a
n
ess
e
n
tial
f
a
cto
r
in
lo
n
g
-
ter
m
r
eh
ab
ilit
atio
n
a
n
d
ass
i
s
ti
v
e
tec
h
n
o
lo
g
ies
[
6
]
,
[
1
3
]
,
[
2
3
]
.
4
.
3
.
F
ield
-
pro
g
r
a
m
m
a
ble g
a
t
e
a
rr
a
y
i
m
ple
m
ent
a
t
io
ns
f
o
r
hea
rt
-
ra
t
e
v
a
ria
bil
it
y
pro
c
ess
ing
HR
V,
d
er
iv
ed
f
r
o
m
E
C
G
s
ig
n
al
s
,
s
er
v
e
s
as
a
n
e
s
s
e
n
tial
b
io
m
ar
k
er
f
o
r
ca
r
d
io
v
ascu
lar
a
n
d
au
to
n
o
m
ic
-
n
er
v
o
u
s
-
s
y
s
te
m
f
u
n
ctio
n
[
5
]
,
[
1
1
]
.
FP
GA
-
b
ased
HR
V
s
y
s
te
m
s
f
o
cu
s
o
n
ac
h
ie
v
in
g
h
i
g
h
ac
cu
r
ac
y
in
R
-
p
ea
k
d
etec
tio
n
an
d
o
n
ef
f
icie
n
t
co
m
p
u
tatio
n
o
f
HR
V
f
ea
tu
r
es
i
n
b
o
th
ti
m
e
an
d
f
r
eq
u
en
c
y
d
o
m
ai
n
s
[
5
]
,
[
1
1
]
,
[
2
3
]
.
E
ar
ly
FP
G
A
i
m
p
le
m
e
n
tat
io
n
s
e
m
p
lo
y
ed
t
h
r
es
h
o
ld
-
b
ased
R
-
p
ea
k
d
ete
c
to
r
s
w
it
h
p
ip
elin
e
p
ar
allelis
m
to
en
s
u
r
e
d
eter
m
i
n
is
t
ic
ti
m
i
n
g
[
1
1
]
,
[
1
4
]
.
L
ater
d
esig
n
s
in
te
g
r
ated
ad
v
an
ce
d
alg
o
r
ith
m
s
s
u
c
h
as
Pa
n
–
T
o
m
p
k
in
s
,
Hilb
er
t
tr
an
s
f
o
r
m
,
a
n
d
w
a
v
elet
-
b
ased
d
etec
to
r
s
,
s
ig
n
i
f
ica
n
tl
y
i
m
p
r
o
v
in
g
d
etec
tio
n
ac
cu
r
ac
y
w
h
ile
m
a
in
ta
in
i
n
g
r
ea
l
-
ti
m
e
p
er
f
o
r
m
a
n
ce
[
5
]
,
[
1
1
]
,
[
2
3
]
.
A
t
y
p
ical
FP
G
A
-
b
ased
HR
V
p
r
o
c
ess
in
g
p
ip
elin
e
in
cl
u
d
es:
−
P
r
ep
r
o
ce
s
s
in
g
: b
aseli
n
e
co
r
r
ec
tio
n
an
d
b
an
d
p
ass
f
ilter
i
n
g
.
−
R
-
p
ea
k
d
etec
tio
n
:
h
ar
d
w
ar
e
i
m
p
le
m
e
n
tat
io
n
o
f
ad
ap
tiv
e
t
h
r
esh
o
ld
in
g
.
−
Featu
r
e
co
m
p
u
tatio
n
:
r
ea
l
-
ti
m
e
ca
lcu
latio
n
o
f
R
MS
SD,
SDNN,
L
F/HF
r
atio
,
an
d
P
o
in
ca
r
é
p
lo
t
p
ar
am
eter
s
.
R
e
c
e
n
t
d
e
s
i
g
n
s
d
e
m
o
n
s
t
r
a
t
e
t
h
a
t
F
PG
A
-
b
a
s
e
d
H
R
V
a
n
a
l
y
z
e
r
s
c
a
n
a
c
h
i
e
v
e
s
a
m
p
l
i
n
g
r
a
t
e
s
a
b
o
v
e
2
5
0
Hz
w
h
ile
co
n
s
u
m
i
n
g
les
s
th
a
n
5
0
0
m
W
—
m
a
k
i
n
g
th
e
m
id
ea
l
f
o
r
b
atter
y
-
o
p
er
ated
E
C
G
p
at
ch
es
o
r
ch
est
-
s
tr
ap
m
o
n
ito
r
s
[
5
]
,
[
1
1
]
,
[
2
3
]
.
Fu
r
th
er
m
o
r
e,
i
n
teg
r
ati
n
g
m
ac
h
in
e
-
lear
n
i
n
g
m
o
d
u
le
s
i
n
to
t
h
e
F
P
GA
f
ab
r
ic
en
ab
le
s
on
-
d
ev
ice
clas
s
i
f
icatio
n
o
f
ar
r
h
y
t
h
m
ia
s
o
r
s
tr
ess
s
tates
w
it
h
o
u
t
th
e
n
ee
d
f
o
r
clo
u
d
p
r
o
ce
s
s
in
g
,
p
r
eser
v
in
g
d
ata
p
r
iv
ac
y
an
d
r
ed
u
ci
n
g
co
m
m
u
n
icatio
n
late
n
c
y
[
5
]
,
[
1
1
]
,
[
2
3
]
.
4
.
4
.
Co
m
pa
ra
t
iv
e
a
na
ly
s
is
a
cr
o
s
s
bio
m
edica
l
s
ig
na
ls
Co
m
p
ar
ativ
e
e
v
id
en
ce
f
r
o
m
th
e
r
ev
ie
w
ed
liter
at
u
r
e
s
u
g
g
ests
t
h
at
FP
G
A
-
b
a
s
ed
i
m
p
le
m
en
tatio
n
s
g
en
er
all
y
ac
h
ie
v
e
lo
w
er
laten
c
y
a
n
d
i
m
p
r
o
v
ed
en
er
g
y
e
f
f
icien
c
y
th
a
n
s
o
f
t
w
ar
e
-
b
ase
d
C
P
U
an
d
G
P
U
i
m
p
le
m
en
ta
tio
n
s
f
o
r
m
an
y
b
i
o
m
ed
ical
s
ig
n
al
-
p
r
o
ce
s
s
i
n
g
ta
s
k
s
,
w
h
ile
m
ain
t
ain
in
g
co
m
p
e
titi
v
e
clas
s
i
f
icatio
n
o
r
d
etec
tio
n
ac
cu
r
ac
y
[
5
]
,
[
6
]
,
[
1
3
]
,
[
2
3
]
,
[
2
4
]
.
−
L
ate
n
c
y
:
m
a
n
y
FP
GA
-
b
ased
i
m
p
le
m
e
n
t
at
io
n
s
r
ep
o
r
t
laten
c
y
lev
els
co
m
p
atib
le
w
it
h
r
ea
l
-
ti
m
e
b
io
m
ed
ical
m
o
n
ito
r
i
n
g
a
n
d
clo
s
ed
-
lo
o
p
h
e
alth
ca
r
e
ap
p
licatio
n
s
,
s
u
itab
le
f
o
r
clo
s
ed
-
lo
o
p
an
d
r
ea
l
-
ti
m
e
m
o
n
ito
r
i
n
g
.
−
P
o
w
er
ef
f
icie
n
c
y
:
P
GA
-
b
ase
d
s
y
s
te
m
s
g
e
n
er
all
y
e
x
h
ib
it
s
ig
n
i
f
ica
n
tl
y
lo
w
er
p
o
w
er
co
n
s
u
m
p
t
io
n
th
a
n
GP
U
-
b
ased
s
o
lu
tio
n
s
,
m
ak
i
n
g
th
e
m
a
ttra
ctiv
e
f
o
r
w
ea
r
ab
le
a
n
d
b
atter
y
-
p
o
w
er
ed
h
ea
lt
h
ca
r
e
d
ev
ices
.
−
A
d
ap
tab
ilit
y
:
p
ar
tial
r
ec
o
n
f
ig
u
r
atio
n
en
ab
les
h
ar
d
w
ar
e
r
eu
s
e
ac
r
o
s
s
m
u
ltip
le
b
io
m
ed
ical
m
o
d
alitie
s
,
i
m
p
r
o
v
i
n
g
s
ca
lab
ilit
y
.
Ho
w
e
v
er
,
th
e
tr
ad
e
-
o
f
f
l
ies
i
n
th
e
co
m
p
lex
i
t
y
o
f
FP
G
A
d
ev
elo
p
m
en
t
a
n
d
th
e
n
ee
d
f
o
r
d
o
m
ain
-
s
p
ec
i
f
i
c
o
p
tim
izatio
n
to
m
ax
i
m
ize
r
e
s
o
u
r
ce
u
tili
za
t
io
n
.
T
h
e
u
s
e
o
f
HL
S
a
n
d
A
I
h
ar
d
w
ar
e
co
m
p
il
er
s
is
m
itig
a
tin
g
t
h
is
ch
alle
n
g
e
b
y
ab
s
tr
ac
tin
g
lo
w
-
l
ev
el
d
esi
g
n
s
tep
s
an
d
au
to
m
ati
n
g
p
ar
a
m
e
ter
tu
n
in
g
[
1
9
]
–
[
2
1
]
,
[
2
3
]
.
Fro
m
a
h
ea
lt
h
ca
r
e
p
er
s
p
ec
tiv
e,
th
ese
FP
G
A
-
b
ased
s
o
lu
t
i
o
n
s
co
n
tr
ib
u
te
d
ir
ec
tl
y
to
p
u
b
lic
-
h
ea
lth
o
u
tco
m
es
b
y
e
n
ab
lin
g
co
n
ti
n
u
o
u
s
,
d
ec
en
tr
alize
d
m
o
n
i
to
r
in
g
an
d
lo
w
-
co
s
t
d
iag
n
o
s
tic
p
latf
o
r
m
s
d
ep
lo
y
ab
le
in
r
e
m
o
te
o
r
r
eso
u
r
ce
-
li
m
i
ted
s
etti
n
g
s
[
5
]
,
[
6
]
,
[
2
3
]
,
[
2
4
]
.
T
h
e
co
n
v
er
g
e
n
ce
o
f
lo
w
-
p
o
w
er
d
esig
n
,
A
I
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
I
SS
N:
2089
-
4864
A
r
ev
iew
o
f field
-
p
r
o
g
r
a
mma
b
le
g
a
te
a
r
r
a
y
-
b
a
s
ed
b
io
med
ica
l sig
n
a
l p
r
o
ce
s
s
in
g
fo
r
p
u
b
lic
…
(
To
le
S
u
tikn
o
)
327
ac
ce
ler
atio
n
,
an
d
h
ar
d
w
ar
e
ad
ap
tab
ilit
y
estab
li
s
h
e
s
FP
GAs
as
a
tr
a
n
s
f
o
r
m
ati
v
e
en
ab
le
r
f
o
r
s
ca
lab
le
an
d
s
u
s
tai
n
ab
le
p
u
b
lic
-
h
ea
lt
h
s
y
s
t
e
m
s
[
5
]
,
[
6
]
,
[
2
3
]
,
[
2
4
]
.
T
o
p
r
o
v
id
e
a
b
r
o
a
d
er
ar
ch
itectu
r
al
p
er
s
p
ec
tiv
e,
T
ab
le
1
s
u
m
m
ar
izes
th
e
g
en
er
al
ch
ar
a
cter
is
tics
o
f
C
P
Us,
GP
Us,
FP
GAs,
an
d
A
SI
C
s
i
n
ter
m
s
o
f
p
er
f
o
r
m
a
n
ce
,
p
o
w
er
ef
f
icien
c
y
,
f
le
x
ib
ilit
y
,
an
d
d
e
p
lo
y
m
e
n
t
co
n
s
id
er
atio
n
s
r
ep
o
r
ted
in
th
e
l
iter
atu
r
e.
T
h
is
q
u
alitativ
e
co
m
p
ar
is
o
n
h
ig
h
li
g
h
ts
k
e
y
ar
ch
itect
u
r
al
tr
ad
e
-
o
f
f
s
r
ath
er
th
an
s
p
ec
i
f
ic
b
en
ch
m
ar
k
r
esu
lt
s
.
W
h
ile
ea
ch
p
latf
o
r
m
o
f
f
er
s
d
is
tin
ct
ad
v
a
n
ta
g
es,
FP
GA
-
b
ased
ar
ch
itectu
r
e
s
p
r
o
v
id
e
a
p
a
r
ticu
lar
l
y
ef
f
ec
ti
v
e
b
alan
ce
b
etw
ee
n
co
m
p
u
tatio
n
al
p
er
f
o
r
m
a
n
ce
,
p
o
w
er
ef
f
icie
n
c
y
,
an
d
d
esi
g
n
f
lex
ib
ilit
y
f
o
r
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
ap
p
licatio
n
s
.
Un
li
k
e
A
SIC
s
,
w
h
ic
h
ac
h
ie
v
e
h
i
g
h
e
f
f
icien
c
y
b
u
t
o
f
f
er
li
m
ited
ad
ap
tab
ilit
y
,
FP
GAs
s
u
p
p
o
r
t
p
o
s
t
-
d
ep
lo
y
m
e
n
t
r
ec
o
n
f
i
g
u
r
at
io
n
,
en
ab
lin
g
h
ea
lt
h
ca
r
e
s
y
s
t
e
m
s
to
in
co
r
p
o
r
ate
ev
o
lv
in
g
s
ig
n
al
-
p
r
o
ce
s
s
i
n
g
alg
o
r
ith
m
s
,
A
I
m
o
d
els,
an
d
cl
in
ical
r
eq
u
ir
e
m
e
n
ts
w
i
th
o
u
t
h
ar
d
w
ar
e
r
ep
lace
m
en
t.
C
o
m
b
i
n
ed
w
it
h
lo
w
-
p
o
w
er
o
p
er
atio
n
an
d
r
ea
l
-
ti
m
e
p
r
o
ce
s
s
i
n
g
ca
p
ab
ilit
ies,
t
h
ese
f
ea
tu
r
es
m
a
k
e
FP
G
A
s
a
n
attr
ac
tiv
e
p
latf
o
r
m
f
o
r
w
ea
r
ab
le
m
o
n
it
o
r
in
g
,
tele
m
ed
i
cin
e,
ed
g
e
-
A
I
h
ea
lt
h
ca
r
e
s
y
s
te
m
s
,
a
n
d
s
ca
lab
le
p
u
b
lic
-
h
ea
lt
h
ap
p
licatio
n
s
.
T
ab
le
1
.
Gen
er
al
co
m
p
ar
is
o
n
o
f
co
m
p
u
ti
n
g
ar
ch
itect
u
r
es
f
o
r
b
io
m
ed
ical
s
ig
n
al
p
r
o
ce
s
s
i
n
g
ap
p
licatio
n
s
M
e
t
r
i
c
C
P
U
G
P
U
F
P
G
A
A
S
I
C
L
a
t
e
n
c
y
H
i
g
h
M
e
d
i
u
m
L
o
w
V
e
r
y
l
o
w
P
o
w
e
r
e
f
f
i
c
i
e
n
c
y
L
o
w
L
o
w
H
i
g
h
V
e
r
y
h
i
g
h
R
e
c
o
n
f
i
g
u
r
a
b
i
l
i
t
y
H
i
g
h
M
e
d
i
u
m
H
i
g
h
N
o
n
e
D
e
v
e
l
o
p
me
n
t
c
o
st
L
o
w
M
e
d
i
u
m
M
e
d
i
u
m
V
e
r
y
h
i
g
h
S
u
i
t
a
b
i
l
i
t
y
f
o
r
mH
e
a
l
t
h
M
o
d
e
r
a
t
e
M
o
d
e
r
a
t
e
H
i
g
h
L
i
mi
t
e
d
5.
I
NT
E
G
RA
T
I
O
N
W
I
T
H
M
H
E
AL
T
H
AND
P
UB
L
I
C
H
E
AL
T
H
S
YST
E
M
S
T
h
e
p
r
ac
tical
v
alu
e
o
f
FP
G
A
-
b
ased
b
io
m
ed
ical
s
i
g
n
al
p
r
o
ce
s
s
in
g
is
b
est
r
ea
lized
wh
en
t
h
es
e
tech
n
o
lo
g
ies
ar
e
i
n
te
g
r
ated
in
to
b
r
o
ad
er
m
Hea
lt
h
a
n
d
p
u
b
lic
-
h
ea
lth
ec
o
s
y
s
te
m
s
.
S
u
c
h
in
te
g
r
atio
n
e
n
ab
les
co
n
tin
u
o
u
s
h
ea
lt
h
m
o
n
ito
r
in
g
,
d
ec
en
tr
alize
d
d
iag
n
o
s
tics
,
a
n
d
r
ea
l
-
ti
m
e
clin
ica
l
d
ec
is
io
n
-
m
ak
i
n
g
.
I
n
r
ec
en
t
y
ea
r
s
,
t
h
e
f
u
s
io
n
o
f
r
ec
o
n
f
ig
u
r
ab
le
co
m
p
u
ti
n
g
w
it
h
ed
g
e
an
d
clo
u
d
in
f
r
as
tr
u
ct
u
r
es
h
as
e
m
er
g
ed
as
a
k
e
y
en
ab
ler
f
o
r
n
ex
t
-
g
en
er
at
io
n
te
le
m
ed
ici
n
e
p
lat
f
o
r
m
s
.
FP
GAs
,
d
u
e
to
t
h
eir
r
ec
o
n
f
ig
u
r
ab
ilit
y
,
h
ig
h
t
h
r
o
u
g
h
p
u
t,
an
d
lo
w
en
er
g
y
r
eq
u
ir
e
m
e
n
t
s
,
s
er
v
e
as
id
ea
l
ed
g
e
-
co
m
p
u
ti
n
g
d
ev
ices
f
o
r
r
ea
l
-
ti
m
e
b
io
s
ig
n
al
an
al
y
s
i
s
,
w
h
il
e
s
u
p
p
o
r
tin
g
s
ec
u
r
e,
s
ca
lab
le
d
ata
ex
c
h
an
g
e
w
it
h
ce
n
tr
alize
d
h
ea
lth
s
y
s
te
m
s
[
5
]
,
[
6
]
,
[
2
2
]
,
[
2
3
]
.
T
h
e
co
n
ce
p
tu
a
l
f
r
a
m
e
w
o
r
k
f
o
r
t
h
is
i
n
te
g
r
atio
n
is
ill
u
s
tr
ated
i
n
Fi
g
u
r
e
5
,
w
h
i
ch
d
ep
icts
h
o
w
FP
GA
-
b
ased
b
io
m
ed
ical
d
e
v
ices
in
ter
f
ac
e
w
i
th
ed
g
e,
clo
u
d
,
an
d
p
u
b
lic
-
h
ea
l
th
la
y
er
s
to
en
ab
l
e
s
ea
m
le
s
s
,
d
ata
-
d
r
i
v
en
h
ea
lt
h
ca
r
e
d
eliv
er
y
.
Fig
u
r
e
5
.
I
n
teg
r
atio
n
o
f
FP
G
A
-
b
ased
b
io
m
ed
ic
al
s
y
s
te
m
s
w
i
t
h
m
H
ea
lth
a
n
d
p
u
b
lic
h
ea
l
th
s
y
s
te
m
s
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
9
-
4864
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
,
Vo
l.
15
,
No
.
2
,
J
u
l
y
202
6
:
320
-
3
3
8
328
5
.
1
.
E
dg
e
–
clo
ud
a
rc
hite
ct
ur
es f
o
r
hea
lt
h
m
o
nito
ring
T
h
e
d
ep
lo
y
m
e
n
t
o
f
b
io
m
ed
ical
s
y
s
te
m
s
i
n
p
u
b
lic
h
ea
l
th
i
n
cr
ea
s
i
n
g
l
y
ad
o
p
ts
a
h
i
er
ar
ch
ical
ar
ch
itect
u
r
e
th
at
s
p
an
s
f
r
o
m
w
ea
r
ab
le
ed
g
e
d
e
v
ices
to
clo
u
d
-
b
ased
a
n
al
y
tics
.
I
n
th
is
f
r
a
m
e
w
o
r
k
,
FP
G
As
f
u
n
ctio
n
as
in
te
lli
g
en
t
ed
g
e
p
r
o
ce
s
s
o
r
s
th
at
ex
ec
u
te
ti
m
e
-
s
en
s
iti
v
e
tas
k
s
—
s
u
c
h
as
n
o
is
e
f
ilter
in
g
,
f
ea
tu
r
e
ex
tr
ac
tio
n
,
a
n
d
a
n
o
m
al
y
d
ete
ctio
n
—
d
ir
ec
tl
y
o
n
-
d
ev
ice.
B
y
p
r
o
ce
s
s
in
g
s
ig
n
al
s
lo
ca
ll
y
,
la
ten
c
y
is
m
in
i
m
ized
an
d
o
n
l
y
h
ig
h
-
lev
e
l
f
ea
t
u
r
es
o
r
d
iag
n
o
s
tic
s
u
m
m
ar
ies
ar
e
tr
an
s
m
itted
to
th
e
clo
u
d
,
th
er
eb
y
co
n
s
er
v
in
g
b
an
d
w
i
d
t
h
an
d
i
m
p
r
o
v
in
g
p
r
iv
ac
y
[
5
]
,
[
6
]
,
[
8
]
,
[
1
1
]
,
[
1
3
]
,
[
2
2
]
,
[
2
3
]
.
A
ty
p
ical
w
o
r
k
f
lo
w
i
n
v
o
l
v
es tier
s
:
−
Sen
s
o
r
la
y
er
–
b
io
m
ed
ical
s
en
s
o
r
s
(
E
E
G,
E
MG
,
an
d
E
C
G)
a
cq
u
ir
e
r
a
w
d
ata
an
d
f
ee
d
it
to
FP
GA
m
o
d
u
les
f
o
r
in
itial p
r
ep
r
o
ce
s
s
in
g
[
5
]
,
[
6
]
.
−
E
d
g
e
la
y
er
–
FP
GA
o
r
So
C
-
b
ased
n
o
d
es
p
er
f
o
r
m
r
ea
l
-
t
i
m
e
s
i
g
n
a
l
an
al
y
s
i
s
,
class
i
f
i
ca
tio
n
,
o
r
aler
t
g
en
er
atio
n
[
5
]
,
[
6
]
,
[
2
3
]
.
−
Cl
o
u
d
la
y
er
–
ag
g
r
eg
ated
d
ata
f
r
o
m
m
u
ltip
le
u
s
er
s
ar
e
s
to
r
ed
an
d
an
al
y
ze
d
f
o
r
p
o
p
u
latio
n
-
lev
el
tr
en
d
s
,
ep
id
em
io
lo
g
ical
m
o
d
eli
n
g
,
an
d
r
em
o
te
p
h
y
s
icia
n
r
ev
ie
w
[
6
]
,
[
1
1
]
,
[
2
2
]
,
[
2
3
]
.
FP
GA
-
en
ab
led
ed
g
e
d
ev
ices
ca
n
ad
ap
t
d
y
n
a
m
icall
y
t
h
r
o
u
g
h
p
ar
tial
r
ec
o
n
f
ig
u
r
atio
n
,
allo
w
i
n
g
n
e
w
alg
o
r
ith
m
s
to
b
e
u
p
lo
ad
ed
r
e
m
o
tel
y
a
s
m
ed
ical
r
eq
u
ir
e
m
e
n
ts
e
v
o
lv
e
[
5
]
,
[
6
]
,
[
8
]
,
[
1
1
]
.
T
h
is
ar
ch
itectu
r
e
s
u
p
p
o
r
ts
co
n
tin
u
o
u
s
p
atien
t
m
o
n
ito
r
i
n
g
e
v
en
i
n
ar
ea
s
w
it
h
li
m
ited
n
et
w
o
r
k
co
n
n
ec
tiv
it
y
,
th
er
eb
y
ex
te
n
d
in
g
h
ea
lt
h
ca
r
e
ac
ce
s
s
ib
ilit
y
[
6
]
,
[
1
1
]
,
[
2
3
]
,
[
2
4
]
.
5
.
2
.
I
nte
ro
pera
bil
it
y
a
nd
da
t
a
s
t
a
nd
a
rds
I
n
ter
o
p
er
ab
ilit
y
i
s
a
f
o
u
n
d
atio
n
al
r
eq
u
ir
e
m
e
n
t
f
o
r
in
te
g
r
ati
n
g
FP
GA
-
b
ased
d
ev
ices
i
n
to
n
atio
n
al
o
r
g
lo
b
al
h
ea
lt
h
n
et
w
o
r
k
s
[
5
]
,
[
8
]
,
[
2
2
]
.
Me
d
ical
d
ata
m
u
s
t
ad
h
er
e
to
s
ta
n
d
ar
d
ized
p
r
o
to
co
ls
to
en
s
u
r
e
s
ea
m
le
s
s
co
m
m
u
n
icatio
n
b
et
w
ee
n
d
ev
i
ce
s
,
h
ea
lt
h
ca
r
e
p
r
o
v
id
er
s
,
an
d
d
atab
ases
[
5
]
,
[
8
]
,
[
2
2
]
,
[
2
3
]
.
M
o
d
er
n
FP
GA
-
b
ased
s
y
s
te
m
s
ar
e
i
n
cr
ea
s
i
n
g
l
y
b
ei
n
g
d
esig
n
ed
to
co
m
p
l
y
w
ith
h
ea
lth
lev
e
l
s
e
v
e
n
(
H
L
7
)
,
f
a
s
t
h
ea
lt
h
ca
r
e
in
ter
o
p
er
ab
ilit
y
r
eso
u
r
ce
s
(
FH
I
R
)
,
an
d
I
o
M
T
s
tan
d
ar
d
s
[
5
]
,
[
6
]
,
[
2
2
]
,
[
2
3
]
.
B
y
i
m
p
le
m
en
tin
g
t
h
ese
co
m
m
u
n
icat
io
n
p
r
o
to
co
ls
at
th
e
h
ar
d
w
ar
e
lev
el,
FP
G
A
s
ca
n
f
a
cilitate
lo
w
-
laten
c
y
,
s
ec
u
r
e
d
ata
tr
an
s
m
i
s
s
i
o
n
d
ir
ec
tly
f
r
o
m
b
io
s
e
n
s
o
r
s
to
elec
tr
o
n
ic
h
ea
lth
r
ec
o
r
d
(
E
H
R
)
s
y
s
te
m
s
[
5
]
,
[
8
]
,
[
2
2
]
,
[
2
3
]
.
Har
d
w
ar
e
-
le
v
el
s
u
p
p
o
r
t f
o
r
en
cr
y
p
tio
n
(
e.
g
.
,
A
E
S
an
d
R
S
A
)
an
d
a
u
t
h
en
ticatio
n
p
r
o
to
co
ls
en
h
an
ce
s
d
ata
in
te
g
r
it
y
an
d
co
n
f
id
e
n
tia
lit
y
—
cr
i
tical
f
o
r
p
r
o
tectin
g
s
en
s
it
iv
e
m
e
d
ical
i
n
f
o
r
m
atio
n
[5
]
,
[
6
]
,
[
8
]
,
[
2
2
]
.
Mo
r
eo
v
er
,
r
ec
o
n
f
i
g
u
r
ab
le
lo
g
i
c
allo
w
s
u
p
d
ates
to
co
m
m
u
n
ic
atio
n
s
tac
k
s
as
in
ter
o
p
er
ab
ilit
y
s
ta
n
d
ar
d
s
ev
o
lv
e,
p
r
o
v
id
in
g
lo
n
g
-
ter
m
s
y
s
te
m
s
u
s
tai
n
ab
ilit
y
[
6
]
,
[
8
]
,
[
2
2
]
,
[
2
3
]
.
Su
ch
s
ta
n
d
ar
d
izatio
n
is
es
s
en
tia
l
f
o
r
p
u
b
lic
-
h
ea
lt
h
s
u
r
v
eilla
n
ce
,
w
h
er
e
ag
g
r
eg
ated
b
io
m
ed
ical
d
ata
f
r
o
m
d
iv
er
s
e
d
ev
ices
co
n
tr
ib
u
te
to
p
r
ed
ictiv
e
an
al
y
t
ics
an
d
ea
r
l
y
o
u
tb
r
ea
k
d
etec
t
io
n
[
5
]
,
[
6
]
,
[
2
3
]
,
[
2
5
]
.
F
P
GA
-
b
ase
d
s
y
s
te
m
s
,
th
r
o
u
g
h
t
h
eir
m
o
d
u
lar
co
m
m
u
n
icatio
n
ar
ch
itect
u
r
e,
o
f
f
er
a
p
ath
to
w
a
r
d
h
ar
m
o
n
ized
an
d
co
m
p
lia
n
t
d
ig
ital
-
h
ea
lth
i
n
f
r
astru
c
tu
r
es
[
5
]
,
[
8
]
,
[
2
3
]
,
[
2
5
]
.
5
.
3
.
Ca
s
e
s
t
ud
ies in
m
H
ea
lt
h pla
t
f
o
r
m
s
FP
GA
-
en
ab
led
h
ea
lt
h
m
o
n
it
o
r
in
g
h
as
tr
an
s
itio
n
ed
f
r
o
m
lab
o
r
at
o
r
y
p
r
o
to
ty
p
es
to
co
m
m
er
ciall
y
r
elev
an
t
m
H
ea
l
th
p
lat
f
o
r
m
s
[
5
]
,
[
6
]
,
[
1
1
]
,
[
1
3
]
,
[
2
3
]
.
Sev
er
al
n
o
tab
le
i
m
p
le
m
e
n
tati
o
n
s
ill
u
s
tr
ate
h
o
w
r
ec
o
n
f
i
g
u
r
ab
le
ar
ch
itec
tu
r
es e
n
h
a
n
ce
r
ea
l
-
w
o
r
ld
h
ea
lth
ap
p
li
ca
tio
n
s
[
5
]
,
[
8
]
,
[
2
3
]
,
[
2
5
]
:
−
E
E
G
h
ea
d
s
ets
f
o
r
co
g
n
iti
v
e
m
o
n
ito
r
i
n
g
:
p
o
r
tab
le
FP
GA
-
b
ased
E
E
G
h
ea
d
s
ets
h
a
v
e
b
ee
n
d
ev
elo
p
ed
f
o
r
f
ati
g
u
e
a
n
d
co
g
n
it
iv
e
-
lo
ad
ass
ess
m
en
t
i
n
o
cc
u
p
atio
n
al
s
etti
n
g
s
[
1
0
]
,
[
1
1
]
,
[
1
3
]
,
[
2
3
]
.
B
y
p
er
f
o
r
m
i
n
g
o
n
-
d
ev
ice
f
ilter
i
n
g
a
n
d
s
p
ec
tr
al
an
al
y
s
is
,
th
e
s
e
s
y
s
te
m
s
eli
m
i
n
ate
th
e
n
ee
d
f
o
r
h
i
g
h
-
b
a
n
d
w
id
th
w
ir
eles
s
tr
an
s
m
is
s
io
n
,
ac
h
iev
in
g
p
o
w
er
r
ed
u
ctio
n
s
o
f
o
v
er
7
0
% c
o
m
p
ar
ed
to
G
P
U
-
b
ased
s
o
lu
tio
n
s
[
1
0
]
,
[
1
3
]
,
[
2
3
]
.
−
W
ea
r
ab
le
E
C
G
an
d
HR
V
d
ev
ices:
lo
w
-
p
o
w
er
FP
GA
c
o
r
es
in
teg
r
ated
i
n
to
E
C
G
c
h
est
s
tr
ap
s
an
d
w
r
i
s
tb
an
d
s
al
lo
w
r
ea
l
-
t
i
m
e
H
R
V
a
n
al
y
s
is
an
d
ar
r
h
y
t
h
m
ia
d
etec
tio
n
[
5
]
,
[
1
1
]
,
[
1
3
]
,
[
2
3
]
.
T
h
e
p
r
o
ce
s
s
ed
r
esu
lt
s
ar
e
t
r
an
s
m
itted
to
m
o
b
ile
ap
p
licatio
n
s
f
o
r
v
i
s
u
al
izatio
n
an
d
cl
in
ica
l
aler
ts
,
e
n
a
b
lin
g
p
r
e
v
en
t
iv
e
ca
r
d
iac
ca
r
e
[
5
]
,
[
1
3
]
,
[
2
3
]
.
−
R
eh
ab
ili
tatio
n
an
d
p
r
o
s
th
etic
s
y
s
te
m
s
:
FP
GA
-
co
n
tr
o
lled
E
MG
in
ter
f
ac
e
s
in
s
m
ar
t
p
r
o
s
th
etic
s
s
u
p
p
o
r
t
ad
ap
tiv
e
m
o
to
r
co
n
tr
o
l,
i
m
p
r
o
v
in
g
r
esp
o
n
s
e
ti
m
e
an
d
en
er
g
y
ef
f
icie
n
c
y
[
5
]
,
[
6
]
,
[
1
3
]
,
[
2
3
]
.
T
h
ese
s
y
s
te
m
s
ca
n
o
p
er
ate
in
d
ep
en
d
en
tl
y
o
r
co
m
m
u
n
icate
w
it
h
clo
u
d
-
b
ase
d
r
eh
ab
ilit
atio
n
p
latf
o
r
m
s
f
o
r
p
atien
t
p
r
o
g
r
es
s
tr
ac
k
in
g
[
5
]
,
[
1
3
]
,
[
2
3
]
.
−
C
o
m
m
u
n
i
t
y
h
ea
lt
h
m
o
n
i
to
r
in
g
n
o
d
es:
in
d
e
v
elo
p
in
g
r
eg
io
n
s
,
FP
G
A
-
b
ased
m
u
l
ti
-
s
i
g
n
a
l
ac
q
u
is
itio
n
u
n
it
s
h
av
e
b
ee
n
d
ep
lo
y
ed
f
o
r
r
u
r
al
h
ea
lt
h
s
cr
ee
n
i
n
g
,
in
teg
r
ati
n
g
E
C
G,
te
m
p
er
atu
r
e,
an
d
Sp
O₂
s
en
s
o
r
s
[
5
]
,
[
1
1
]
,
[
2
3
]
,
[
2
4
]
.
T
h
e
d
ev
ices
p
er
f
o
r
m
in
itial
tr
ia
g
e
at
th
e
ed
g
e
an
d
s
y
n
ch
r
o
n
ize
w
it
h
clo
u
d
d
atab
ases
w
h
e
n
co
n
n
ec
ti
v
it
y
p
er
m
it
s
,
ex
e
m
p
li
f
y
in
g
s
ca
lab
le
an
d
co
s
t
-
e
f
f
ec
ti
v
e
h
ea
lth
ca
r
e
d
eli
v
er
y
[
5
]
,
[
2
3
]
,
[
2
4
]
.
T
h
ese
ca
s
e
s
tu
d
ies
h
i
g
h
l
ig
h
t
h
o
w
FP
GA
tec
h
n
o
lo
g
y
b
r
id
g
es
th
e
g
ap
b
et
w
ee
n
h
i
g
h
-
p
e
r
f
o
r
m
an
c
e
b
io
m
ed
ic
al
s
ig
n
al
p
r
o
ce
s
s
i
n
g
an
d
p
r
ac
tical
p
u
b
lic
-
h
ea
lt
h
s
o
l
u
tio
n
s
[
5
]
,
[
6
]
,
[
1
1
]
,
[
2
3
]
.
Evaluation Warning : The document was created with Spire.PDF for Python.
I
n
t J
R
ec
o
n
f
i
g
u
r
ab
le
&
E
m
b
ed
d
ed
Sy
s
t
I
SS
N:
2089
-
4864
A
r
ev
iew
o
f field
-
p
r
o
g
r
a
mma
b
le
g
a
te
a
r
r
a
y
-
b
a
s
ed
b
io
med
ica
l sig
n
a
l p
r
o
ce
s
s
in
g
fo
r
p
u
b
lic
…
(
To
le
S
u
tikn
o
)
329
5
.
4
.
Sca
la
bil
it
y
a
nd
s
us
t
a
ina
bil
it
y
co
ns
idera
t
io
ns
Fo
r
FP
GA
-
b
ased
h
ea
lt
h
s
y
s
te
m
s
to
ac
h
ie
v
e
lar
g
e
-
s
ca
le
i
m
p
ac
t,
s
ca
lab
ilit
y
an
d
s
u
s
tai
n
ab
ilit
y
m
u
s
t
b
e
p
r
io
r
itized
.
Scalab
le
ar
ch
itectu
r
es
r
eq
u
ir
e
m
o
d
u
lar
it
y
—
allo
w
i
n
g
n
e
w
s
e
n
s
o
r
s
,
alg
o
r
it
h
m
s
,
o
r
co
m
m
u
n
icatio
n
in
ter
f
ac
e
s
to
b
e
ad
d
ed
w
it
h
o
u
t
r
ed
esi
g
n
in
g
t
h
e
e
n
tire
h
ar
d
w
ar
e
p
lat
f
o
r
m
.
FP
G
As
n
atu
r
all
y
s
u
p
p
o
r
t
s
u
ch
ex
ten
s
ib
ilit
y
t
h
r
o
u
g
h
p
r
o
g
r
a
m
m
ab
le
lo
g
ic
an
d
DP
R
.
Fro
m
a
s
u
s
tai
n
ab
ilit
y
p
er
s
p
ec
tiv
e,
FP
GA
-
b
ased
s
y
s
te
m
s
co
n
tr
ib
u
te
to
en
er
g
y
-
ef
f
icie
n
t
h
ea
lth
ca
r
e
i
n
f
r
a
s
tr
u
ct
u
r
e,
r
ed
u
cin
g
ca
r
b
o
n
f
o
o
tp
r
in
t
t
h
r
o
u
g
h
lo
w
-
p
o
w
er
ed
g
e
co
m
p
u
ti
n
g
a
n
d
ex
ten
d
ed
d
ev
ice
lif
ec
y
cle
s
.
R
ep
r
o
g
r
a
m
m
ab
ilit
y
also
m
i
n
i
m
izes
elec
tr
o
n
ic
w
aste,
as
d
ev
ice
s
ca
n
b
e
u
p
g
r
ad
ed
v
ia
f
ir
m
w
ar
e
u
p
d
ates in
s
tead
o
f
h
ar
d
w
ar
e
r
e
p
lace
m
en
t.
Fu
r
t
h
er
m
o
r
e,
th
e
e
m
er
g
e
n
ce
o
f
o
p
en
-
s
o
u
r
ce
FP
GA
to
o
lch
ai
n
s
(
e.
g
.
,
Op
en
C
L
an
d
Vitis
H
L
S)
en
h
a
n
ce
s
ac
ce
s
s
ib
ilit
y
f
o
r
r
esear
ch
er
s
an
d
p
u
b
lic
in
s
t
itu
tio
n
s
,
f
o
s
ter
i
n
g
i
n
n
o
v
ati
o
n
an
d
lo
ca
l c
ap
ac
it
y
b
u
ild
i
n
g
in
d
ig
ital
h
ea
lt
h
tec
h
n
o
lo
g
ies
[
5
]
,
[
6
]
,
[
1
1
]
,
[
2
3
]
,
[
2
4
]
.
5
.
5
.
I
m
pli
ca
t
io
ns
f
o
r
pu
bl
ic
hea
lt
h
T
h
e
in
teg
r
at
io
n
o
f
FP
G
A
-
b
ase
d
b
io
m
ed
ical
s
y
s
te
m
s
i
n
to
m
Hea
lth
ec
o
s
y
s
te
m
s
r
ep
r
ese
n
ts
a
p
ar
ad
ig
m
s
h
i
f
t
i
n
h
o
w
h
ea
lt
h
d
ata
ar
e
co
llected
,
p
r
o
ce
s
s
ed
,
an
d
u
t
ilized
.
R
ea
l
-
t
i
m
e,
ed
g
e
-
d
r
iv
e
n
an
al
y
tic
s
s
u
p
p
o
r
t
p
r
o
ac
tiv
e
h
ea
lt
h
ca
r
e,
en
ab
li
n
g
ea
r
l
y
i
n
ter
v
en
t
io
n
a
n
d
r
ed
u
cin
g
h
o
s
p
ital
d
ep
en
d
en
c
y
.
A
t
a
b
r
o
ad
er
lev
el,
p
o
p
u
latio
n
-
s
ca
le
d
ep
lo
y
m
e
n
t
o
f
s
u
c
h
d
ev
ice
s
f
ac
ilit
ate
s
d
ata
-
d
r
iv
e
n
p
u
b
lic
-
h
ea
lth
m
a
n
ag
e
m
e
n
t,
i
n
cl
u
d
in
g
tr
en
d
an
al
y
s
is
,
b
eh
av
io
r
al
-
h
ea
lth
ass
e
s
s
m
en
t,
an
d
ea
r
ly
d
etec
tio
n
o
f
s
y
s
te
m
ic
r
is
k
s
.
B
y
co
m
b
i
n
i
n
g
ad
ap
tab
ilit
y
,
i
n
ter
o
p
er
ab
ilit
y
,
an
d
en
er
g
y
e
f
f
icien
c
y
,
FP
G
As
s
er
v
e
a
s
a
co
r
n
er
s
to
n
e
tec
h
n
o
lo
g
y
f
o
r
r
esil
ie
n
t
d
ig
ital
-
h
ea
lth
ec
o
s
y
s
te
m
s
.
T
h
e
ir
d
ep
lo
y
m
e
n
t
w
it
h
i
n
m
o
b
i
le
an
d
p
u
b
lic
-
h
ea
lt
h
f
r
a
m
e
w
o
r
k
s
h
as
t
h
e
p
o
ten
tial
to
en
h
a
n
ce
b
o
th
in
d
i
v
id
u
a
l p
atie
n
t o
u
tco
m
es
an
d
t
h
e
o
p
er
atio
n
al
ef
f
icie
n
c
y
o
f
h
ea
lt
h
ca
r
e
s
y
s
t
e
m
s
w
o
r
ld
w
id
e
[
5
]
,
[
6
]
,
[
1
7
]
,
[
2
3
]
,
[
2
4
]
.
6.
CRO
SS
-
CU
T
T
I
N
G
F
P
G
A
D
E
SI
G
N
ST
R
AT
E
G
I
E
S
T
h
e
s
u
cc
ess
f
u
l
d
ep
lo
y
m
e
n
t
o
f
FP
G
A
-
b
a
s
ed
b
io
m
ed
ical
s
y
s
te
m
s
i
n
r
ea
l
-
w
o
r
ld
h
ea
lt
h
ap
p
licatio
n
s
d
ep
en
d
s
n
o
t
o
n
l
y
o
n
ar
ch
itectu
r
e
s
elec
tio
n
b
u
t
also
o
n
th
e
ap
p
licatio
n
o
f
ef
f
icie
n
t
d
esig
n
s
tr
ateg
ies
th
a
t
b
alan
ce
en
er
g
y
,
p
er
f
o
r
m
a
n
ce
,
ad
ap
tab
ilit
y
,
a
n
d
s
ec
u
r
it
y
.
As
b
io
m
ed
ical
s
i
g
n
a
l
p
r
o
ce
s
s
in
g
o
f
te
n
i
n
v
o
l
v
es
co
n
tin
u
o
u
s
an
d
d
y
n
a
m
ic
w
o
r
k
lo
ad
s
,
o
p
tim
izi
n
g
th
e
s
e
s
y
s
te
m
s
r
eq
u
ir
es
a
h
o
lis
tic
ap
p
r
o
ac
h
th
at
s
p
an
s
h
ar
d
w
ar
e
–
s
o
f
t
w
ar
e
in
teg
r
atio
n
,
lo
w
-
p
o
w
er
d
esig
n
,
m
ac
h
i
n
e
-
lear
n
i
n
g
ac
ce
ler
atio
n
,
a
n
d
d
ata
p
r
o
tectio
n
.
T
h
is
s
ec
tio
n
p
r
ese
n
ts
a
s
y
n
t
h
esi
s
o
f
cr
o
s
s
-
c
u
tt
in
g
FP
G
A
d
esi
g
n
m
et
h
o
d
o
lo
g
ies
t
h
at
u
n
d
er
p
in
s
tate
-
of
-
t
h
e
-
ar
t
h
ea
lt
h
-
m
o
n
ito
r
in
g
an
d
tele
m
e
d
icin
e
s
y
s
te
m
s
[
5
]
,
[
6
]
,
[
8
]
,
[
2
3
]
.
6
.
1
.
H
a
rdwa
re
–
s
o
f
t
wa
re
co
-
des
ig
n
Har
d
w
ar
e
–
s
o
f
t
w
ar
e
co
-
d
esi
g
n
r
ep
r
esen
ts
a
f
u
n
d
a
m
e
n
tal
p
ar
ad
ig
m
f
o
r
b
u
i
ld
in
g
f
lex
ib
le
an
d
ef
f
icien
t
FP
GA
-
b
ased
b
io
m
ed
ical
s
y
s
te
m
s
[
5
]
,
[
6
]
,
[
8
]
,
[
1
2
]
,
[
1
3
]
.
I
t
e
n
ab
les
d
esi
g
n
er
s
to
p
ar
titi
o
n
c
o
m
p
u
tatio
n
al
tas
k
s
b
et
w
ee
n
p
r
o
g
r
a
m
m
ab
le
lo
g
ic
(
h
ar
d
w
ar
e)
an
d
e
m
b
ed
d
ed
p
r
o
ce
s
s
o
r
co
r
es
(
s
o
f
t
w
ar
e)
,
o
p
ti
m
izi
n
g
f
o
r
b
o
th
p
er
f
o
r
m
a
n
ce
a
n
d
f
le
x
ib
ilit
y
.
I
n
b
io
m
ed
ical
ap
p
licatio
n
s
,
alg
o
r
ith
m
s
s
u
c
h
as
d
ig
it
al
f
ilter
i
n
g
,
f
ea
tu
r
e
ex
tr
ac
tio
n
,
an
d
tr
an
s
f
o
r
m
atio
n
(
FF
T
an
d
D
W
T
)
ar
e
ty
p
icall
y
o
f
f
lo
ad
ed
to
th
e
FP
G
A
f
a
b
r
ic,
w
h
er
e
t
h
e
y
ca
n
e
x
ec
u
te
i
n
p
ar
allel
w
it
h
d
eter
m
i
n
is
t
ic
laten
c
y
.
C
o
n
v
er
s
el
y
,
n
o
n
–
ti
m
e
-
cr
itical
tas
k
s
,
i
n
cl
u
d
in
g
d
ata
ag
g
r
eg
atio
n
,
co
m
m
u
n
icatio
n
,
a
n
d
co
n
tr
o
l
f
lo
w
,
ar
e
m
an
a
g
ed
b
y
t
h
e
e
m
b
ed
d
ed
C
P
U
co
r
es
in
te
g
r
ated
w
i
th
i
n
FP
GA
So
C
p
latf
o
r
m
s
(
e.
g
.
,
Xil
in
x
Z
y
n
q
o
r
I
n
tel
So
C
FP
G
A
s
)
[
5
]
,
[
1
0
]
,
[
1
2
]
–
[
1
4
]
.
T
h
is
h
y
b
r
id
m
o
d
el
p
r
o
v
id
e
s
a
b
alan
ce
d
co
m
p
r
o
m
i
s
e:
FP
GA
ac
ce
ler
atio
n
e
n
s
u
r
es
r
ea
l
-
ti
m
e
r
esp
o
n
s
iv
e
n
e
s
s
,
w
h
ile
s
o
f
t
w
ar
e
la
y
er
s
m
ai
n
tai
n
ad
ap
tab
ilit
y
to
n
e
w
al
g
o
r
it
h
m
s
a
n
d
u
s
er
in
ter
f
ac
e
s
[
5
]
,
[
6
]
,
[
8
]
,
[
1
3
]
.
Mo
r
eo
v
er
,
HL
S
to
o
ls
,
s
u
c
h
as
Xi
lin
x
Vit
is
H
L
S
o
r
in
tel
HL
S
co
m
p
iler
,
s
i
m
p
lify
th
is
co
-
d
esi
g
n
p
r
o
ce
s
s
b
y
allo
w
i
n
g
b
io
m
ed
ical
en
g
i
n
ee
r
s
to
d
escr
ib
e
al
g
o
r
ith
m
s
in
C
/
C
+
+
o
r
Op
en
C
L
.
St
u
d
ies
h
a
v
e
d
em
o
n
s
tr
ated
t
h
at
FP
GA
–
S
o
C
d
esig
n
s
ca
n
ac
h
ie
v
e
5
–
1
5
×
p
e
r
f
o
r
m
a
n
ce
i
m
p
r
o
v
e
m
en
ts
o
v
er
p
u
r
e
s
o
f
t
w
ar
e
i
m
p
le
m
en
tat
io
n
s
wh
ile
m
ai
n
tai
n
in
g
r
ec
o
n
f
i
g
u
r
a
b
ilit
y
—
a
cr
itica
l
f
ea
t
u
r
e
f
o
r
ev
o
lv
i
n
g
m
ed
ical
ap
p
licatio
n
s
[
5
]
,
[
6
]
,
[
1
0
]
,
[
1
3
]
,
[
1
4
]
,
[
1
9
]
,
[
2
0
]
.
6
.
2
.
L
o
w
-
po
w
er
des
ig
n t
ec
hn
iqu
e
s
E
n
er
g
y
ef
f
ic
ien
c
y
i
s
a
p
r
i
m
a
r
y
d
e
s
ig
n
co
n
s
id
er
atio
n
f
o
r
w
ea
r
ab
le
an
d
m
Hea
l
th
d
e
v
ic
es.
P
o
w
er
co
n
s
tr
ain
ts
d
ir
ec
tl
y
i
n
f
l
u
en
ce
u
s
ab
ilit
y
,
b
atter
y
li
f
e,
a
n
d
s
u
s
tain
ab
ilit
y
—
e
s
p
ec
iall
y
i
n
co
n
t
in
u
o
u
s
m
o
n
ito
r
in
g
s
ce
n
ar
io
s
.
FP
GAs
en
ab
le
s
ev
er
al
h
ar
d
w
ar
e
-
le
v
el
s
tr
ate
g
ies
to
m
i
n
i
m
ize
p
o
w
er
co
n
s
u
m
p
t
io
n
w
it
h
o
u
t
s
ac
r
if
ici
n
g
co
m
p
u
tatio
n
al
p
er
f
o
r
m
a
n
ce
[
5
]
,
[
8
]
,
[
2
3
]
,
[
2
4
]
:
−
DP
R
:
allo
w
s
m
o
d
if
icatio
n
o
f
s
p
ec
if
ic
FP
G
A
r
eg
io
n
s
at
r
u
n
t
i
m
e
w
h
ile
th
e
r
es
t
o
f
th
e
d
ev
i
ce
co
n
tin
u
es
to
o
p
er
ate.
I
n
b
i
o
m
ed
ical
s
y
s
te
m
s
,
t
h
is
tec
h
n
iq
u
e
en
ab
le
s
s
w
itc
h
in
g
b
et
w
ee
n
p
r
o
ce
s
s
i
n
g
m
o
d
es
(
e.
g
.
,
f
ilter
i
n
g
v
s
.
cla
s
s
i
f
icatio
n
)
as
n
ee
d
ed
,
r
ed
u
cin
g
ac
ti
v
e
p
o
w
er
b
y
u
p
to
4
0
%
[
8
]
,
[
2
3
]
,
[
2
4
]
.
Evaluation Warning : The document was created with Spire.PDF for Python.