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212 results about "Synaptic device" patented technology

The artificial synaptic device developed by the research team is an electrical synaptic device that simulates the function of synapses in the brain as the resistance of the tantalum oxide layer gradually increases or decreases depending on the strength of the electric signals.

Multicolor photoelectric response synaptic device and preparation method thereof

The invention discloses a multicolor photoelectric response synaptic device and a preparation method thereof. The multicolor photoelectric response synaptic device is of a multi-layer structure. The multilayer structure comprises a transparent conductive electrode layer, a hole transport material layer, a lead-free perovskite layer, an electron transport material layer, an organic semiconductor charge transfer compound layer and a metal electrode layer in sequence along the light incidence direction. The preparation method comprises the steps of preparing the transparent conductive electrode layer; sequentially preparing a hole transport material layer, a lead-free perovskite layer, an electron transport material layer and an organic semiconductor charge transfer compound layer on the transparent conductive electrode layer through a spin coating method; and preparing the metal electrode layer on the organic semiconductor charge transfer compound layer through vacuum evaporation. The multicolor photoelectric response synaptic device is reasonable in structural design, can realize ultraviolet-visible-near infrared multicolor photoelectric synaptic function simulation, can realize a color identification function on red light, green light and blue light in a visible light wave band, and has a good application prospect.
Owner:TONGJI UNIV

Synapse device including ferroelectric field effect transistor and neural network apparatus including the same

A synapse device including a ferroelectric field effect transistor, and a neural network apparatus including the same, are provided. The synapse device includes a first ferroelectric field effect transistor and a second ferroelectric field effect transistor electrically connected in parallel with the first ferroelectric field effect transistor, wherein the first ferroelectric field effect transistor may have a first coercive voltage, and the second ferroelectric field effect transistor may have a second coercive voltage that is greater than the first coercive voltage.
Owner:SAMSUNG ELECTRONICS CO LTD

Phase change photosynaptic device array and preparation method thereof

The invention belongs to the technical field of integrated photoelectronics, and discloses a phase change photosynaptic device array and a preparation method thereof. The synaptic device array is of a cross array structure formed by a plurality of phase-change optical synaptic cells through directional couplers with the same number, an arc waveguide in each phase-change optical synaptic cell comprises a phase-change waveguide section, a heating layer is arranged above a phase-change material layer, and an isolating layer is arranged between a metal electrode and the waveguide. According to the synaptic device array, current joule heat generated by the heating layer under the action of electric pulses is transmitted to the phase-change material layer, so that the state of the phase-change material layer is changed, meanwhile, the isolation layer is used for shielding absorption and interference of the metal electrode on optical signals in the waveguide, and the optical loss of the array is reduced; therefore, the problem of heating structure integration of the phase-change photosynaptic device array can be effectively solved, and effective modulation of the phase-change photosynaptic device array is realized.
Owner:HUAZHONG UNIV OF SCI & TECH

Three terminal neuromorphic synaptic device and method for manufacturing the same

A three terminal neuromorphic synaptic device and a method for manufacturing the same are provided. The three terminal neuromorphic synaptic device includes a substrate, source / drain electrodes provided on the substrate, a channel region electrically connected between the source electrode and the drain electrode, an ion transfer layer provided on the channel region, a gate electrode provided on the ion transfer layer, and a voltage application unit to apply a gate voltage to the gate electrode. The ion transfer layer includes an electrolyte material to transfer an active ion of the gate electrode between the gate electrode and the channel region, in response to the gate voltage applied to the gate electrode. The voltage application unit adjusts a resistance and a conductance of the channel region by changing an amount of active ions accumulated in the channel region, depending on the number of times that the gate voltage is applied.
Owner:KYUNGPOOK NAT UNIV IND ACADEMIC COOP FOUND

Stimulus-responsive ionic conductive hydrogel as well as preparation method and application thereof

The invention discloses stimuli-responsive ionic conductive hydrogel as well as a preparation method and application thereof. The preparation method comprises the steps that a hydrogel precursor solution containing a cross-linking agent, a phase change regulating agent, a photoinitiator, water and PEDOT: PSS is provided, the cross-linking agent comprises laponite, and the phase change regulating agent at least comprises N-isopropylacrylamide; irradiating the hydrogel precursor solution with ultraviolet light, and curing to obtain blocky conductive hydrogel; and fully contacting the blocky conductive hydrogel with a zinc salt solution containing zinc ions to prepare the stimulus-responsive ion conductive hydrogel. The stimulus-responsive ionic conductive hydrogel prepared by the invention can realize good mechanical properties, adhesion performance and conductivity, has sensing performance to strain and temperature, can be prepared into a strain / temperature sensor, and realizes high sensitivity and fast response speed; in addition, a synaptic device can be prepared.
Owner:SUZHOU INST OF NANO TECH & NANO BIONICS CHINESE ACEDEMY OF SCI

Photoelectric synapse device based on floating gate structure and preparation method

The invention discloses a photoelectric synapse device based on a floating gate structure and a preparation method. The photoelectric synapse device comprises a substrate; the Ta2NiSe5 nanosheet is prepared on the substrate, and the Ta2NiSe5 nanosheet is prepared on the substrate; the h-BN nanosheet is prepared on the substrate, and the h-BN nanosheet partially covers the Ta2NiSe5 nanosheet; the ReS2 nanosheet is prepared on the h-BN nanosheet; the control electrode is prepared on the part, not covered by the h-BN nanosheet, of the Ta2NiSe5 nanosheet, the source electrode and the drain electrode are prepared on the h-BN nanosheet, the ReS2 nanosheet is partially covered with the source electrode, the ReS2 nanosheet is partially covered with the drain electrode, and the part, covered with the ReS2 nanosheet, of the source electrode does not coincide with the part, covered with the ReS2 nanosheet, of the drain electrode. According to the photoelectric synapse device based on the floating gate structure, the number of carriers of the Ta2NiSe5 nanosheet layer and the number of carriers of the ReS2 nanosheet layer can be adjusted through a low gate voltage signal and a low-power optical signal so as to adjust the storage state, and the power consumption of the device is reduced on the premise that the data processing efficiency is guaranteed.
Owner:NORTHWEST UNIV

Multi-modal sense artificial synaptic device based on frame material and preparation method and application of multi-modal sense artificial synaptic device

The invention discloses a multi-modal sensory artificial synaptic device based on a framework material and a preparation method and application thereof. The artificial synaptic device comprises a substrate and a channel, wherein the channel is arranged on the surface of the substrate; the channel is an amorphous organic metal framework film which responds to light and gas stimulation; the metal electrode is arranged on the surface of the channel; the metal electrode comprises a source electrode and a drain electrode. Compared with the prior art, the framework material with excellent photoelectric response performance is adopted, and a novel artificial synapse device with multi-mode sensing ability is constructed by fully utilizing the regular pore structure, large specific surface area and good photoresponse characteristic of the MOF material. The two electrodes of the device are connected into electrical test equipment, the conductivity of the amorphous MOF thin film can be changed under the stimulation of optical pulse signals, and finally simulation based on photoresponse synaptic plasticity is achieved. The device is placed in different gas environments, and the conductivity of the MOF film can be changed by capturing and releasing target gas molecules through the porous characteristic of the amorphous MOF material, so that simulation based on gas response synaptic plasticity is realized.
Owner:SHENZHEN UNIV

Surrounding type multi-neurotransmitter biological mixed synapse recognition system

The invention belongs to the technical field of biomedical detection, and particularly discloses a surrounding type multi-neurotransmitter recognition biological mixed synapse system which is composed of a flexible biological synapse device and a microfluidic channel, the microfluidic channel simulates a biological synapse gap and controls transmission and diffusion of different neurotransmitters, and the flexible biological synapse device and the microfluidic channel are used for detecting the biological synapse gap. The releasing and receiving processes of neurotransmitters in a biological synaptic gap are simulated; according to the flexible biological synapse device, direct interaction between biological tissues and equipment is realized, and the change of long-term synapse weight is simulated by utilizing a redox reaction of a neurotransmitter at a grid electrode, so that the dynamic adaptability and the information processing capability of a system are improved; when neurons generate peak signals containing different neurotransmitters, the system can accurately distinguish and identify the signals and efficiently transmit the signals; therefore, the biological mixed synaptic system disclosed by the invention becomes an ideal multi-neurotransmitter monitoring tool and can be widely applied to neuroscience research and clinical diagnosis.
Owner:SOUTH CHINA NORMAL UNIV

A strain-enhanced multi-sensory fusion optoelectronic synapse device, a preparation method and application thereof

The application belongs to the technical field of two-dimensional material devices, and discloses a strain-enhanced multi-sensory fusion optoelectronic synapse device and a preparation method and application thereof. The optoelectronic synapse device comprises, from bottom to top, an insulating layer, an electrode and a functional layer. The material of the functional layer is an in-plane polarization two-dimensional ferroelectric material, and the functional layer is applied with a tensile strain along the direction of its own polar axis. The optoelectronic synapse device simulates the perception of visual information through the photoconductivity effect of the functional layer and simulates the sense of touch through the tensile strain. The synergistic effect of the photoconductivity effect and the tensile strain significantly enhances the persistent photoconductivity (PPC) of the synapse device, and the enhancement processing of a fingerprint image is realized through the characteristics of the device. At the same time, by applying the tensile strain along a specific direction, the in-plane polarization intensity is significantly improved, the constraint of the depolarization field is avoided, the stability and performance of the ferroelectric device are improved, and a new way for improving the performance of the optoelectronic synapse device is provided.
Owner:HUAZHONG UNIV OF SCI & TECH

Ultraviolet synaptic device based on gallium nitride-gallium oxide heterojunction and preparation method thereof

The invention provides an ultraviolet light synaptic device based on gallium nitride-gallium oxide heterojunction and a preparation method thereof, and relates to the technical field of microelectronics, the ultraviolet light synaptic device based on gallium nitride-gallium oxide heterojunction is extremely sensitive to ultraviolet light, has successfully simulated various characteristics of biological synapses, and can be applied to the field of biological synapses. Wherein the characteristics comprise persistent photoconductive effect (PPC), double-pulse facilitation (PPF) and plasticity of transition from short-term memory (STM) to long-term memory (LTM); moreover, the gallium nitride-gallium oxide heterojunction structure can prolong the optical sensing mechanism, reduce the energy consumption of a synaptic event and increase the synaptic plasticity. In addition, the ultraviolet synaptic device has the advantages of simple preparation, high sensitivity, good stability and the like, and is very suitable for industrial production.
Owner:SUZHOU LABORATORY

Oxide electrode-based 3-terminal neuromorphic synaptic device containing mobile ions, and method of manufacturing the same

Disclosed is a 3-terminal neuromorphic synaptic device including a substrate, a source electrode and a drain electrode provided on the substrate to be spaced apart from each other, a channel area provided on the substrate to be electrically connected to the source electrode and the drain electrode, between the source electrode and the drain electrode, an ion transport layer provided on the channel area, a gate electrode provided on the ion transport layer, and a voltage application part that applies a gate voltage to the gate electrode. The gate electrode is formed of at least one of an oxide-based material including mobile ions, a chalcogenide-based material including the mobile ions, and a nitride-based material including the mobile ions.
Owner:KYUNGPOOK NAT UNIV IND ACADEMIC COOP FOUND

Gallium oxide ultraviolet synaptic device and preparation method thereof

The invention provides a gallium oxide ultraviolet synaptic device and a preparation method thereof, and relates to the technical field of microelectronics, and the gallium oxide ultraviolet synaptic device comprises a substrate layer, a gallium oxide light absorption layer and a patterned electrode which are sequentially arranged from bottom to top; the gallium oxide light absorption layer is used for generating photon-generated carriers under excitation of an ultraviolet light signal, and the gallium oxide light absorption layer has a ferroelectric characteristic, so that integration of an ultraviolet photosensitive characteristic and the ferroelectric characteristic is realized. The invention aims to provide a novel gallium oxide ultraviolet synapse device, the device not only has excellent sensitivity to ultraviolet light and can effectively simulate key functions of biological synapses, but also the gallium oxide light absorption layer has ferroelectric characteristics and can realize integration of ultraviolet photosensitive characteristics and ferroelectric characteristics, so that the device has good application prospects. And the method has important significance for further expanding the performance of the nerve synapse.
Owner:SUZHOU LABORATORY

Heterogeneous electronic synapse device and preparation method and application thereof

The invention discloses a heterogeneous electronic synapse device and a preparation method and application thereof, and belongs to the technical field of semiconductor devices. The heterogeneous electronic synapse device comprises a substrate, a connecting layer, a functional layer, a channel layer, a drain electrode, a source electrode, a first grid electrode and a second grid electrode, the connecting layer is arranged on part of the surface of the substrate; the functional layer is stacked on the surface of the connecting layer and covers the residual surface of the substrate; the functional layer comprises a first region serving as a dielectric layer and a second region serving as a ferroelectric layer which are connected, the first region is connected with the first grid electrode, and the second region is connected with the second grid electrode; the channel layer is arranged on the surface of the functional layer and located between the source electrode and the drain electrode. The heterogeneous electronic synaptic device transversely integrates the synergistic interaction of the first grid electrode and the second grid electrode, has a complete electric modulation capability, successfully simulates the heterosynaptic plasticity in a biological nervous system, and effectively meets the requirements of advanced neuromorphic calculation. The preparation method is simple and easy to operate.
Owner:NAT UNIV OF DEFENSE TECH

Photoelectric synaptic device and preparation method and application thereof

The embodiment of the invention discloses a photoelectric synapse device, the photoelectric synapse device has an optical synapse characteristic in a spectral response range of 520 nm to 2000 nm from visible light to infrared light, the photoelectric synapse device comprises a Van der Waals heterojunction formed by upper graphene / CrOCl / lower graphene, and the Van der Waals heterojunction is formed by the upper graphene / CrOCl / lower graphene. The CrOCl serves as a middle layer and is clamped between the upper-layer graphene and the lower-layer graphene, the number of the upper-layer graphene used for receiving light is 5-10, and the thickness of the CrOCl is set to enable the photoelectric synapse device to be capable of being tunneled when the photoelectric synapse device is irradiated by visible light or infrared light. The photoelectric synaptic device disclosed by the invention efficiently simulates optical synaptic behaviors in a wide spectral range of 520-2000 nm, and has adjustable pulse time sequence dependence plasticity, pulse number dependence plasticity, pulse frequency dependence plasticity and paired pulse promotion. The invention also discloses a preparation method and application of the photoelectric synaptic device.
Owner:BEIJING INST OF TECH

Neural network test system based on electronic synaptic array

The invention discloses a neural network test system based on an electronic synapse array, which comprises a control system, an array test circuit board and an electronic synapse array, and is characterized in that the control system is an SoC development board comprising an ARM module and an FPGA module, and array test and in-memory calculation programs can be written in a reconfigurable manner; the array test circuit board comprises an analog-to-digital / digital-to-analog conversion module and a multiplexer module, and is connected with the electronic synapse array through a pin header; the electronic synapse array is of an m-row and n-column array structure formed by a plurality of non-volatile and multi-state artificial electronic synapse devices through a cross process, and is connected with a word line WL driver and a bit line BL driver of the array test circuit board through pin headers, and synapses receive input signals from the array test circuit board. And the storage state of the synaptic device of the corresponding unit is reflected by the read-out signal. The system is high in read-write precision, and the flexibility of testing the electronic synaptic array is improved.
Owner:UNIV OF SCI & TECH OF CHINA

Photon convolutional neural network system

The invention discloses a photon convolutional neural network system, which belongs to the technical field of optical neural networks and comprises dynamic convolution kernel modules in one-to-one correspondence with convolution layers in a pre-trained convolutional neural network model. The dynamic convolution kernel module comprises a photon synaptic device based on a phase change material, and convolution kernel weights corresponding to convolution layers are stored in the photon synaptic device in a non-volatile manner; before the dynamic convolution kernel module performs convolution operation, according to a dynamic coefficient generated by a coefficient generation model according to the content of input data, the weight of a corresponding photon synaptic device in the dynamic convolution kernel module is dynamically adjusted in a maladjustment-prone mode, so that the dynamic convolution kernel module can flexibly adapt to the change of the input data; according to the invention, coding is carried out not only depending on a non-volatile phase state of a phase change material, and volatile modulation coding is further introduced on the basis, so that the coding expression capability of a dynamic convolution kernel module is greatly enriched; on the basis, the feature extraction capability of the convolution kernel in the photon convolutional neural network system provided by the invention is relatively high.
Owner:HUAZHONG UNIV OF SCI & TECH

Double-end photoelectric synapse element based on two-dimensional intrinsic ferroelectricity and TMDs Van der Waals heterojunction and preparation method and application thereof

PendingCN121240558AHeterojunctionEtching
The invention discloses a double-end photoelectric synapse element based on two-dimensional intrinsic ferroelectricity and TMDs Van der Waals heterojunction as well as a preparation method and application of the double-end photoelectric synapse element, and belongs to the technical field of photoelectric synapses. The element comprises a substrate layer, a channel layer and a packaging layer which are stacked in sequence, the channel layer is formed by stacking a single layer of two-dimensional TMDs and a two-dimensional intrinsic ferroelectric alpha-indium selenide layer; a source electrode is deposited on the TMDs, and a drain electrode is deposited on the alpha-indium selenide layer. The preparation method of the element comprises the following steps: cleaning the substrate layer, growing the single-layer two-dimensional TMDs through a CVD (chemical vapor deposition) method, and stacking the two-dimensional intrinsic ferroelectric alpha-indium selenide layer on the single-layer two-dimensional TMDs to obtain a precursor; the precursor is sequentially subjected to primary annealing, etching and electrode evaporation, and then is subjected to secondary annealing, so that the electrode is obtained. The element adopts photoelectric signal hybrid regulation and control, is used for preparing an artificial brain-like synapse device, and can effectively solve the problems of high power consumption and low dipulse dissimilation index in the prior art.
Owner:HUNAN UNIV

Flexible weak ultraviolet photoelectric synapse device and manufacturing method thereof

PendingCN120051099AMaterial nanotechnologyNanosensorsHeterojunctionZno nanowires
The invention relates to a flexible weak ultraviolet photoelectric synapse device and a manufacturing method thereof. The flexible weak ultraviolet photoelectric synapse device is composed of a flexible electrode substrate, a GO thin film, a ZnO nanowire and an electrode. Wherein the GO thin film and the ZnO nanowire of the device form a ZnO / GO heterostructure, and the ZnO / GO heterostructure can capture electrons by utilizing rich oxygen-containing functional groups in the two-dimensional material graphene oxide, so that the recombination of electron holes is inhibited. The advantages of low defect density, high radiation resistance, environment friendliness and the like of the ZnO-based material are combined, so that dark current and noise current are effectively reduced, weak light identification is realized, and continuous photoconduction is enhanced. According to the method, a ZnO / GO heterostructure is independently designed, and the ZnO / GO heterostructure is transferred to the surface of the flexible electrode substrate by using a wet transfer process, so that the flexible weak ultraviolet photoelectric synapse device is prepared at a relatively low temperature. The preparation method is simple and economical, raw materials are easy to obtain, and large-area preparation can be achieved.
Owner:ZJU HANGZHOU GLOBAL SCI & TECH INNOVATION CENT

Artificial synaptic device based on Ti / TaOx memristor and preparation method of artificial synaptic device

PendingCN119486582AOxygen ionsSynaptic device
The invention discloses an artificial synaptic device of a Ti / TaOx-based memristor and a preparation method of the artificial synaptic device, and belongs to the field of memristors. The artificial synapse device sequentially comprises a bottom electrode layer, a resistive function layer and a top electrode layer from bottom to top, the bottom electrode is TIN, the resistive random function layer is TaOx, the top electrode is Au, and the Ti intercalation layer is prepared by covering Ti on the TaOx layer by adopting an evaporation coating process before plating the top electrode; the Ti intercalation layer is introduced to serve as a thin buffer layer between the functional layer and the top electrode, and flowing of oxygen ions / vacancies can be adjusted, so that formation of conductive filaments is guided, and the memristor has more excellent electrical performance, lower working voltage, lower energy consumption and better stability and durability.
Owner:HANGZHOU DIANZI UNIV

Two-dimensional MXene-based active electrode material, preparation method and artificial synaptic device

The invention relates to a two-dimensional MXene-based active electrode material, a preparation method and an artificial synapse device, and the preparation method comprises the steps: preparing a two-dimensional MXene material from an MXene precursor through a wet etching method; mXene is subjected to in-situ vulcanization by utilizing rich functional groups with high electronegativity on the surface of MXene, micron-level elemental sulfur grows, and the obtained S-coated MXene can be used as an active electrode material of synapse. The active electrode material has many active sites, and is beneficial for synapse to show a high dynamic range under a pulse curve. MXene loaded with sulfur particles can be further mixed with a one-dimensional nano material, stirred and subjected to ultrasonic treatment, and a further modified active electrode material can be obtained. The interlamellar spacing of MXene is regulated and controlled through the intercalation effect of the one-dimensional nano material, and synaptic devices with different resistance change characteristics can be obtained. The method is simple in process, easy for large-scale production and high in expansibility, and has a wide application prospect in the field of neuromorphic devices.
Owner:UNIV OF SCI & TECH BEIJING

Optical synaptic device based on molybdenum disulfide and chiral perovskite and preparation method thereof

The invention discloses an optical synaptic device based on molybdenum disulfide and chiral perovskite and a preparation method of the optical synaptic device, and relates to the technical field of synaptic devices, the optical synaptic device comprises a substrate, a chiral perovskite layer, a MoS2 layer and a metal electrode which are arranged in sequence, the MoS2 layer completely covers the chiral perovskite layer, and the metal electrode covers the MoS2 layer. A non-contact region which is not in contact with the chiral perovskite layer is remained, and the metal electrode is positioned in the non-contact region of the MoS2 layer. According to the invention, the processing capability of the optical synapse device on the circularly polarized light signal is improved.
Owner:SHENZHEN UNIV

Ferroelectric domain wall neurosynaptic device, regulation and control method thereof and neural network device

The embodiment of the invention discloses a ferroelectric domain wall neuronal synaptic device, a regulation and control method thereof and a neural network device. The ferroelectric domain wall nerve synapse device comprises a ferroelectric domain wall unit and an electric field forming unit; each ferroelectric domain wall unit comprises a single crystal substrate layer, a bottom electrode layer and a ferroelectric material layer which are stacked in sequence; and the electric field forming unit is used for forming an equivalent electric field according to the received pulse signal and loading the equivalent electric field on the ferroelectric domain wall unit so as to regulate and control the conductivity value of the ferroelectric domain wall unit. According to the embodiment, the electric field forming unit in the ferroelectric domain wall neural synapse device receives the pulse signal to form the equivalent electric field, and the equivalent electric field is loaded on the ferroelectric domain wall unit to regulate and control the conductivity value of the ferroelectric domain wall unit, so that integration of information storage and neural morphology calculation can be realized; the method has the advantages of being low in environmental influence degree, stable in resistance state, low in energy consumption, high in calculation speed and the like, and has wide application prospects.
Owner:BEIJING INST OF TECH

Synaptic device

Provided is a synaptic device including a substrate, a channel layer on the substrate, a gate dielectric layer on the channel layer; and a gate electrode on the gate dielectric layer, wherein the gate dielectric layer includes a charge supply dielectric film and a piezoelectric film, wherein the charge supply dielectric film includes a metal oxide or metal sulfide, wherein the piezoelectric film includes a piezoelectric material that converts a pressure stimulation into an electrical signal, wherein accordance to a change in a signal applied to the gate electrode, a magnitude and aspect of a current flowing through the channel layer are changed.
Owner:ELECTRONICS & TELECOMM RES INST

Photoelectric synapse device and modulation method and application thereof

The invention provides a photoelectric synapse device and a modulation method and application thereof, and belongs to the technical field of artificial synapses. The photoelectric synaptic device comprises a substrate; a floating gate layer; a tunneling layer; the channel layer is located on the tunneling layer, the channel layer comprises a rhenium disulfide two-dimensional material layer, the channel layer generates photo-generated electron-hole pairs under the action of light pulses, and meanwhile, the floating gate layer is suitable for receiving photo-generated holes to regulate and control conductivity of the channel layer; the source electrode and the drain electrode are respectively positioned on the channel layer; wherein the initial state of the channel layer presents the write-in state of the first conductance, and the photoelectric synapse device presents a plurality of erase states respectively corresponding to the plurality of erase conductance by regulating and controlling the parameters of the optical pulse incident to the channel layer; after the channel layer is in the erasing state of the second conductance, forward electric pulses are applied to the substrate, so that the photoelectric synapse device recovers the writing state of the first conductance; wherein the first conductance is smaller than the second conductance, and the second conductance is the largest erasing conductance in the multiple erasing conductance.
Owner:TIANJIN UNIV

An organic synaptic device with high polarization sensitivity and preparation method thereof

This invention discloses an organic synaptic device with high polarization sensitivity and a method for its preparation, belonging to the fields of optoelectronic materials and neuromorphic computing. The device comprises, from bottom to top, a first solid-phase substrate, a capture layer, and an active layer. The active layer comprises a first and second two-dimensional organic molecular crystal films, both in contact with the capture layer. The second two-dimensional organic molecular crystal film partially overlies the first two-dimensional organic molecular crystal film to form a type II bandgap heterojunction. A first electrode is disposed on the surface of the first two-dimensional organic molecular crystal film, and a second electrode is disposed on the second two-dimensional organic molecular crystal film. This device successfully overcomes the intrinsic anisotropy limitations of two-dimensional semiconductor materials, significantly reducing device noise while significantly enhancing both light response intensity and polarization detection capabilities.
Owner:JIHUA LAB

Integrated gas sensing-computing synaptic device, synaptic response thereof and preparation method therefor

The present application belongs to the technical field of nanoelectronic devices, and provides an integrated gas sensing-computing synaptic device and a preparation method therefor. The device comprises: a first functional layer, a barrier layer, a second functional layer, a first metal electrode, and a second metal electrode; the first functional layer is heavily doped silicon; the second functional layer uses CuOx material, such that defect energy levels are formed by interstitial oxygen and copper vacancies; the barrier layer increases contact area between the second functional layer and a test gas; a direct current voltage scan is applied between the first metal electrode and the second metal electrode, to simulate resistive switching behavior of a memristor; the second functional layer reacts with the test gas, to implement a gas sensing function; a constant voltage signal is applied between the first metal electrode and the second metal electrode, and in a gas pulse environment, a current response state exhibits a synaptic response. The present application can implement in-situ sensing and processing of gas information, improving information processing efficiency, and the gas information inference method of the integrated gas sensing-computing device is simpler.
Owner:HUAZHONG UNIV OF SCI & TECH

An ultra-compact non-volatile photonic synapse device

ActiveCN115332440BSynapseRefractive index
The application discloses an ultra-compact non-volatile photonic neural synapse device and belongs to the field of optical computing. The device comprises a substrate, a ridge waveguide, a phase change film and a metal film. The ridge waveguide is arranged above the substrate and covers the whole substrate area. The phase change film is distributed above the ridge type area of the ridge waveguide. The metal film covers the phase change film and has the same geometric parameters as the phase change film. The base mode in the ridge waveguide and the surface plasmon polariton (SPPs) mode of the interface between the phase change film and the metal film form a superimposed light field. The geometric structure of the ridge waveguide will affect the effective mode refractive index of the superimposed mode. The length of the modulation area is further optimized to realize different normalized intensity outputs. By changing the phase state (crystalline state and amorphous state) of the phase change film, the photonic neural synapse has a large output intensity difference under the condition that the phase change film has different phase states.
Owner:HUAZHONG UNIV OF SCI & TECH

A biological synapse type intrinsic self-assembly topological phase transition resistive memory and a preparation method thereof

This invention relates to the fields of semiconductor information storage and artificial synaptic devices, specifically to a biological synaptic intrinsically self-assembled topological phase-change memristor and its fabrication method. The fabrication method includes: providing a substrate; depositing a bottom electrode; and depositing SrFeO on the bottom electrode. x The thin film serves as the storage medium layer; the storage medium layer undergoes heat treatment, including in-situ annealing and post-annealing. By controlling the oxygen pressure difference between in-situ and post-annealing, the single-component SrFeO is made more efficient. x An intrinsically self-assembled superlattice structure, characterized by alternating vertical and horizontal orientation regions of oxygen vacancy channels, spontaneously forms within the thin film. This structure restricts the formation sites of conductive filaments, significantly improving the consistency and stability of the device's resistive switching cycle. The process of this invention is simple, requiring no introduction of a second-phase material. The resulting memristor requires no electrical formation, exhibits a high on / off ratio, multi-level storage, and short-term synaptic plasticity, making it applicable to neuromorphic computing chips and artificial intelligence devices.
Owner:HUAZHONG UNIV OF SCI & TECH

A kind of based on laminated CrOCl auxiliary storage floating gate structure optoelectronic synapse device and preparation method

The application discloses a kind of based on laminated CrOCl auxiliary storage's floating gate structure optoelectronic synapse device and preparation method, belong to semiconductor device technical field.Device includes by lower to upper sequentially arranged substrate, Gr nanosheet, CrOCl nanosheet, h-BN nanosheet and MoS2 Nanosheet, wherein, MoS2 Nanosheet two ends are connected with active electrode and drain electrode, Gr nanosheet, CrOCl nanosheet, h-BN nanosheet and MoS2 Nanosheet are combined by Van der Waals interaction;MoS2 / h-BN / CrOCl / Gr floating gate optoelectronic synapse device of the application can effectively increase double scanning storage window by the secondary adsorption electron capacity of CrOCl, widen multi-level storage capacity, can realize multi-level storage under the joint modulation of electric pulse and light pulse, show excellent electrical writing and optical erasing technology in photoelectric hybrid storage, in addition, under the common modulation of photoelectricity, show good synapse characteristics, including long-term plasticity, short-term plasticity, the recognition accuracy of neural network constructed by MoS2 / h-BN / CrOCl / Gr floating gate device of the application can reach 97% on direction identification data set.
Owner:NORTHWEST UNIV

A chemically regulated biomimetic nociceptive sensory system and method of making the same

ActiveCN118090866BLiquid crystallineSynapse
The application provides a chemically regulated biomimetic nociceptive system, comprising: a liquid crystal-based chemical substance releasing system, comprising a PDMS mold and a homogeneous solution, wherein the homogeneous solution comprises liquid crystals and microdroplets, and the microdroplets comprise chemical substances and surfactants; an organic transistor-based synapse device, wherein the chemical substance releasing system is arranged on the synapse device, and the release of the chemical substances in the microdroplets causes a change in the current in the synapse device to simulate the enhancement or inhibition of pain; an operational amplifier connected to the synapse device and used for amplifying the output current of the synapse device; and a heating coil used for receiving the output current of the operational amplifier and heating the liquid crystals in the homogeneous solution to a threshold value. The application also provides a preparation method of the chemically regulated biomimetic nociceptive system. The chemically regulated biomimetic nociceptive system has the advantages of chemical perception, regulation function and controllable release of chemical substances, and provides a new technology for the development of a biomimetic sensory system based on chemical signal transmission and regulation and further human-computer interaction.
Owner:TONGJI UNIV