ACS Applied Materials & Interfaces,
Год журнала:
2024,
Номер
16(36), С. 47879 - 47888
Опубликована: Авг. 27, 2024
In
the
image
Gaussian
filtering
process,
convolving
with
a
matrix
is
essential
due
to
numerous
arithmetic
computations
involved,
predominantly
multiplications
and
additions.
This
can
heavily
tax
system's
memory,
particularly
frequent
use.
To
address
this
issue,
W/Ta2O5/Ag
memristor
was
employed
substantially
mitigate
computational
overhead
associated
convolution
operations.
Additionally,
an
interlayer
of
ZnO
subsequently
introduced
into
memristor.
The
resulting
Ta2O5/ZnO
heterostructure
layer
exhibited
improved
linearity
in
pulse
response,
which
enhanced
facilitates
easy
adjustment
conductance
magnitude
through
linear
mapping
number
pulses
conductance.
Subsequently,
W/Ta2O5/ZnO/Ag
bilayer
as
weights
for
kernel
noise
removal
processing
achieved
by
assembling
5
×
array
kernel.
When
denoising
performed
using
arrays,
compared
convolution,
average
loss
less
than
5%
observed.
provided
memristors
demonstrate
significant
potential
convolutional
computations,
subsequent
applications
neural
networks
(CNNs).
ACS Applied Electronic Materials,
Год журнала:
2024,
Номер
6(11), С. 8351 - 8359
Опубликована: Ноя. 13, 2024
We
investigated
the
mechanism
and
application
of
modulation
terahertz
waves
using
perovskite
heterostructures.
At
interface
between
PEDOT:PSS
layers
under
excitation
by
an
external
light
source,
photogenerated
carriers
transferred
from
layer
to
layer,
which
was
accompanied
charge
accumulation.
A
large
number
scattered
waves,
thereby
modulating
signal
in
sample.
The
process
recovery
a
material
is
analogous
principle
biological
synapses,
are
involved
memory
learning
animal
brains.
This
enabled
us
develop
perovskite-based
synaptic
devices.
properties
heterojunction
materials
open
up
applications
technology.
Scientia Sinica Technologica,
Год журнала:
2023,
Номер
53(6), С. 860 - 880
Опубликована: Май 9, 2023
The
coupling
between
piezoelectric
polarization
and
semiconductor
properties
(for
example,
electronic
transport)
in
low-dimensional
nanomaterials,
such
as
ZnO
GaN,
gives
rise
to
unprecedented
device
characteristics.
This
has
increased
research
interest
the
emerging
fields
of
piezotronics,
which
offers
new
means
manipulating
charge-carrier
transport,
generation,
recombination
or
separation
controlled
operation
flexible
devices
through
application
external
mechanical
stimuli.
We
review
recent
progress
understanding
fundamental
theory,
investigation
piezotronics
different
materials
systems,
development
transistors,
generalized
provide
an
in-depth
discussion
future
directions.
Journal of Materials Research and Technology,
Год журнала:
2024,
Номер
28, С. 3988 - 4000
Опубликована: Янв. 1, 2024
The
potential
of
organic-inorganic
hybrid
perovskites,
owing
to
their
distinct
photoelectric
attributes
and
boosted
photoluminescence
stability,
has
garnered
substantial
attention.
Despite
comprehensive
examinations
the
synthesis
optical
characteristics
FAPbBr3
crystals,
understanding
microstructure's
implication
on
applications,
electronic
configuration,
electron-phonon
interplay
remains
vague.
In
this
study,
we
detailed
phonon
dispersion,
vibratory
properties
using
density
functional
theory.
We
further
calculated
formation
enthalpy
stability
diagram.
Characterization
calculation
crystalline
structure
were
accomplished
via
Rietveld
refinement.
Phonon
dispersion
curves,
as
well
total
partial
densities
states,
also
calculated.
theoretical
results
align
with
experimental
Fourier
infrared
Raman
spectra.
Beyond
elementary
characterization,
explored
qualities
thereby
reaffirming
outstanding
extensive
application
potential.
A
non-contact
fixed-point
lighting
device
was
designed
based
principle
electromagnetic
induction
coils,
which
proved
uniformity
crystal
luminescence.
According
first
principle,
possesses
a
Poisson's
ratio
0.32,
indicative
high
flexibility,
emphasizing
superb
vast
scope.
ACS Applied Materials & Interfaces,
Год журнала:
2024,
Номер
16(36), С. 47879 - 47888
Опубликована: Авг. 27, 2024
In
the
image
Gaussian
filtering
process,
convolving
with
a
matrix
is
essential
due
to
numerous
arithmetic
computations
involved,
predominantly
multiplications
and
additions.
This
can
heavily
tax
system's
memory,
particularly
frequent
use.
To
address
this
issue,
W/Ta2O5/Ag
memristor
was
employed
substantially
mitigate
computational
overhead
associated
convolution
operations.
Additionally,
an
interlayer
of
ZnO
subsequently
introduced
into
memristor.
The
resulting
Ta2O5/ZnO
heterostructure
layer
exhibited
improved
linearity
in
pulse
response,
which
enhanced
facilitates
easy
adjustment
conductance
magnitude
through
linear
mapping
number
pulses
conductance.
Subsequently,
W/Ta2O5/ZnO/Ag
bilayer
as
weights
for
kernel
noise
removal
processing
achieved
by
assembling
5
×
array
kernel.
When
denoising
performed
using
arrays,
compared
convolution,
average
loss
less
than
5%
observed.
provided
memristors
demonstrate
significant
potential
convolutional
computations,
subsequent
applications
neural
networks
(CNNs).
