ACS Applied Nano Materials,
Journal Year:
2024,
Volume and Issue:
7(4), P. 3631 - 3644
Published: Feb. 2, 2024
Due
to
intensive
integration
and
seamless
continuous
operation,
the
overheated
artificially
intelligent
(AI)
integrated
circuit
systems
will
affect
operation
system's
effectiveness,
stability,
lifetime.
Therefore,
we
proposed
a
temperature
adaptability
memristor
in
silver
nanowires
(AgNWs)/nanocomposite/indium–tin-oxide
structure
this
study.
The
nanocomposite
is
nitrogen-doped
graphene/Ti3CNTx
MXene
blend
polyvinylidene
fluoride
matrix.
device
has
been
prepared
by
using
heterostructure
nanocomposites
with
low-cost
facile
all-solution
method.
mimicked
series
of
trained
behaviors
inherent
biological
synapses,
including
spike-timing-dependent
plasticity,
paired-pulse
facilitation,
short-term
potentiation/depression,
long-term
excitatory
postsynaptic
currents.
In
addition,
demonstrated
significant
self-adaptability
due
involvement
homogeneously
distributed
conductive
filament
formation
ascribed
low
melting
point
AgNWs.
shows
owing
excellent
thermal
conductivity
small
expansion
coefficient
graphene/Ti3CNTx.
This
finding
provides
viable
strategies
address
critical
challenges
deploying
AI
different
environments,
paving
way
for
development
more
efficient
resilient
neuromorphic
computing
systems.
Chemical Society Reviews,
Journal Year:
2023,
Volume and Issue:
52(20), P. 7071 - 7136
Published: Jan. 1, 2023
This
review
highlights
the
film
preparation
methods
and
application
advances
in
memory
neuromorphic
electronics
of
porous
crystalline
materials,
involving
MOFs,
COFs,
HOFs,
zeolites.
Advanced Functional Materials,
Journal Year:
2023,
Volume and Issue:
33(28)
Published: April 22, 2023
Abstract
This
study
proposes
the
construction
of
porous
nanomaterial
(HOFs@Fe
3+
)
which
anchors
non‐noble
metal
ions
Fe
onto
nanoscale
rod‐like
hydrogen‐bonded
organic
frameworks
(HOFs)
by
electrostatic
and
coordination
interactions.
The
high
specific
surface
area
abundance
hydrogen‐bond
adsorption
active
sites
in
pore
structure
HOFs@Fe
facilitate
strong
interactions
with
double
OH
bisphenol
A
(BPA),
resulting
highest
saturation
BPA
that
has
been
reported
so
far
(452
mg
g
‐1
).
In
addition,
ordered
conjugate
stacking
framework
hydrogen
bond
variable
valence
properties
create
new
pathways
for
efficient
separation
photogenerated
carriers.
results
show
can
completely
adsorb
photodegrade
50
ppm
within
20
min,
owing
to
abundant
acts
both
as
accelerate
mass
transfer
process
catalytic
ensure
photodegradation
be
matched
synergistically.
Meanwhile,
efficiency
photocatalytic
H
2
production
reaches
21.55
mmol
h
co‐catalyst.
tri‐functional
material
capacity,
efficiency,
activity
successfully
used
solve
long‐standing
conflict
between
environment
energy.
ACS Nano,
Journal Year:
2023,
Volume and Issue:
18(1), P. 14 - 27
Published: Dec. 28, 2023
Memristors,
promising
nanoelectronic
devices
with
in-memory
resistive
switching
behavior
that
is
assembled
a
physically
integrated
core
processing
unit
(CPU)
and
memory
even
possesses
highly
possible
multistate
electrical
behavior,
could
avoid
the
von
Neumann
bottleneck
of
traditional
computing
show
efficient
ability
parallel
computation
high
information
storage.
These
advantages
position
them
as
potential
candidates
for
future
data-centric
requirements
add
remarkable
vigor
to
research
next-generation
artificial
intelligence
(AI)
systems,
particularly
those
involve
brain-like
applications.
This
work
provides
an
overview
evolution
memristor-based
devices,
from
their
initial
use
in
creating
synapses
neural
networks
application
developing
advanced
AI
systems
chips.
It
offers
broad
perspective
key
device
primitives
enabling
special
applications
view
materials,
nanostructure,
mechanism
models.
We
highlight
these
demonstrations
have
field
AI,
point
out
existing
challenges
nanodevices
toward
chips,
propose
guiding
principle
outlook
promotion
system
optimization
biomedical
field.
Advanced Functional Materials,
Journal Year:
2024,
Volume and Issue:
34(16)
Published: Jan. 4, 2024
Abstract
Memristors
have
recently
become
powerful
competitors
toward
artificial
synapses
and
neuromorphic
computation,
arising
from
their
structural
electrical
similarity
to
biological
neurons.
From
the
diversity
of
materials,
numerous
organic
inorganic
materials
proven
exhibit
great
potential
in
application
memristors.
Herein,
this
work
focuses
on
a
class
memristors
based
frameworks
(OFs)
pay
attention
most
advanced
experimental
demonstrations.
First,
typical
device
structures
memristive
switching
mechanisms
are
introduced.
Second,
latest
progress
OFs‐based
is
comprehensively
summarized,
including
metal‐organic
(MOFs),
covalent
(COFs),
hydrogen‐bonded
(HOFs),
as
well
applications
data
storage,
synapses,
devices.
Finally,
future
challenges
prospects
deeply
discussed.
Advanced Materials,
Journal Year:
2024,
Volume and Issue:
36(37)
Published: Feb. 29, 2024
Abstract
Human–machine
interaction
(HMI)
technology
has
undergone
significant
advancements
in
recent
years,
enabling
seamless
communication
between
humans
and
machines.
Its
expansion
extended
into
various
emerging
domains,
including
human
healthcare,
machine
perception,
biointerfaces,
thereby
magnifying
the
demand
for
advanced
intelligent
technologies.
Neuromorphic
computing,
a
paradigm
rooted
nanoionic
devices
that
emulate
operations
architecture
of
brain,
emerged
as
powerful
tool
highly
efficient
information
processing.
This
paper
delivers
comprehensive
review
developments
device‐based
neuromorphic
computing
technologies
their
pivotal
role
shaping
next‐generation
HMI.
Through
detailed
examination
fundamental
mechanisms
behaviors,
explores
ability
memristors
ion‐gated
transistors
to
intricate
functions
neurons
synapses.
Crucial
performance
metrics,
such
reliability,
energy
efficiency,
flexibility,
biocompatibility,
are
rigorously
evaluated.
Potential
applications,
challenges,
opportunities
using
HMI
technologies,
discussed
outlooked,
shedding
light
on
fusion
with
NPG Asia Materials,
Journal Year:
2024,
Volume and Issue:
16(1)
Published: March 8, 2024
Abstract
Bone
tissue
engineering
is
pivotal
in
facilitating
bone
reconstruction
by
promoting
persistent
angiogenesis
and
osteogenesis.
Initially,
the
hot
gel
composite
hydrogel
scaffold
technique
was
employed.
However,
to
address
various
limitations,
numerous
structures
have
since
been
developed,
including
osteogenic
gellan
gels,
semi-interpenetrating
network
hydrogels,
photoinduced
crosslinking
methacrylate
supramolecular
hydrogels.
This
review
examines
mechanisms,
formation
principles,
medical
benefits
of
these
structures.
In
addition,
novel
bioengineering
techniques
regulate
human
growth
are
expected
emerge
future.
work
significantly
expedite
advancement
membranes
field
repair.
Journal of Semiconductors,
Journal Year:
2025,
Volume and Issue:
46(1), P. 012602 - 012602
Published: Jan. 1, 2025
Abstract
Artificial
skin
should
embody
a
softly
functional
film
that
is
capable
of
self-powering,
healing
and
sensing
with
neuromorphic
processing.
However,
the
pursuit
bionic
combines
high
flexibility,
self-healability,
zero-powered
photosynaptic
functionality
remains
elusive.
In
this
study,
we
report
self-powered
self-healable
vision
skin,
featuring
silver
nanoparticle-doped
ionogel
heterostructure
as
photoacceptor.
The
localized
surface
plasmon
resonance
induced
by
light
in
nanoparticles
triggers
temperature
fluctuations
within
heterojunction,
facilitating
ion
migration
for
visual
synaptic
behaviors.
abundant
reversible
hydrogen
bonds
endow
remarkable
mechanical
flexibility
self-healing
properties.
We
assembled
equipped
5
×
photosynapse
array,
memorizing
diverse
patterns.
Advanced Science,
Journal Year:
2023,
Volume and Issue:
10(16)
Published: April 18, 2023
In
the
era
of
big
data
and
artificial
intelligence
(AI),
advanced
storage
processing
technologies
are
in
urgent
demand.
The
innovative
neuromorphic
algorithm
hardware
based
on
memristor
devices
hold
a
promise
to
break
von
Neumann
bottleneck.
recent
years,
carbon
nanodots
(CDs)
have
emerged
as
new
class
nano-carbon
materials,
which
attracted
widespread
attention
applications
chemical
sensors,
bioimaging,
memristors.
focus
this
review
is
summarize
main
advances
CDs-based
memristors,
their
state-of-the-art
synapses,
computing,
human
sensory
perception
systems.
first
step
systematically
introduce
synthetic
methods
CDs
derivatives,
providing
instructive
guidance
prepare
high-quality
with
desired
properties.
Then,
structure-property
relationship
resistive
switching
mechanism
memristors
discussed
depth.
current
challenges
prospects
memristor-based
synapses
computing
also
presented.
Moreover,
outlines
some
promising
application
scenarios
including
sensors
vision,
low-energy
quantum
computation,
human-machine
collaboration.
Advanced Materials,
Journal Year:
2023,
Volume and Issue:
35(47)
Published: Aug. 4, 2023
The
integration
of
hydrogen-bonded
organic
frameworks
(HOFs)
into
electronic
devices
holds
great
promise
due
to
their
high
crystallinity,
intrinsic
porosity,
and
easy
regeneration.
However,
despite
potential,
the
utilization
HOFs
in
remains
largely
unexplored,
primarily
challenges
associated
with
fabricating
high-quality
films.
Herein,
a
controlled
synthesis
HOF
nanofilms
smooth
surface,
good
orientation
is
achieved
using
solution-processed
approach.
memristors
exhibit
outstanding
bipolar
switching
performance
low
set
voltage
0.86
V,
excellent
retention
1.64
×
104
s,
operational
endurance
60
cycles.
Additionally,
these
robust
display
remarkable
thermal
stability,
maintaining
even
at
elevated
temperatures
up
200
°C.
More
strikingly,
scratched
films
can
be
readily
regenerated
through
simple
solvent
rinsing
process,
enabling
reuse
for
fabrication
new
memristors,
which
difficult
achieve
traditional
resistive
materials.
mechanism
based
on
reversible
formation
annihilation
conductive
filaments
revealed.
This
work
provides
novel
invaluable
insights
that
have
significant
impact
advancing
widespread
adoption
as
active
layers
devices.
