Zhang et al., 2015 - Google Patents
An electronic synapse device based on solid electrolyte resistive random access memoryZhang et al., 2015
View PDF- Document ID
- 4707183471225888000
- Author
- Zhang W
- Hu Y
- Chang T
- Chang K
- Tsai T
- Chen H
- Su Y
- Chu T
- Chen M
- Huang H
- Su W
- Zheng J
- Hung Y
- Sze S
- Publication year
- Publication venue
- IEEE Electron Device Letters
External Links
Snippet
The multilevel capability of solid electrolyte resistive random access memory (RRAM) with a Pt/GeSO/TiN structure was explored for potential use as a synapse device. By varying the cutoff voltage during the dc IV cycles or the ac pulse programming voltage amplitudes …
- 210000000225 Synapses 0 title abstract description 31
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computer systems based on biological models
- G06N3/02—Computer systems based on biological models using neural network models
- G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
- G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
- G06N3/0635—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means using analogue means
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computer systems based on biological models
- G06N3/02—Computer systems based on biological models using neural network models
- G06N3/04—Architectures, e.g. interconnection topology
-
- G—PHYSICS
- G11—INFORMATION STORAGE
- G11C—STATIC STORES
- G11C13/00—Digital stores characterised by the use of storage elements not covered by groups G11C11/00, G11C23/00 - G11C25/00
- G11C13/0002—Digital stores characterised by the use of storage elements not covered by groups G11C11/00, G11C23/00 - G11C25/00 using resistance random access memory [RRAM] elements
- G11C13/0021—Auxiliary circuits
- G11C13/0069—Writing or programming circuits or methods
- G11C2013/009—Write using potential difference applied between cell electrodes
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Zhang et al. | An electronic synapse device based on solid electrolyte resistive random access memory | |
Wang et al. | A self-rectification and quasi-linear analogue memristor for artificial neural networks | |
US7978510B2 (en) | Stochastic synapse memory element with spike-timing dependent plasticity (STDP) | |
Seo et al. | Analog memory and spike-timing-dependent plasticity characteristics of a nanoscale titanium oxide bilayer resistive switching device | |
Strukov et al. | Resistive switching phenomena in thin films: Materials, devices, and applications | |
Woo et al. | Optimized programming scheme enabling linear potentiation in filamentary HfO 2 RRAM synapse for neuromorphic systems | |
Burr et al. | Neuromorphic computing using non-volatile memory | |
Panwar et al. | Arbitrary spike time dependent plasticity (STDP) in memristor by analog waveform engineering | |
Liu et al. | Optimization of non-linear conductance modulation based on metal oxide memristors | |
Moon et al. | Improved conductance linearity and conductance ratio of 1T2R synapse device for neuromorphic systems | |
Hu et al. | Memristive crossbar array with applications in image processing | |
Zhao et al. | An electronic synapse memristor device with conductance linearity using quantized conduction for neuroinspired computing | |
Ma et al. | Neuromorphic computing with memristive devices | |
Jang et al. | ReRAM-based synaptic device for neuromorphic computing | |
Klimo et al. | Memristors can implement fuzzy logic | |
Zhou et al. | Solution-processed chitosan-gated IZO-based transistors for mimicking synaptic plasticity | |
Zayer et al. | Low power, ultrafast synaptic plasticity in 1R-ferroelectric tunnel memristive structure for spiking neural networks | |
Kumar et al. | Y 2 O 3-based crossbar array for analog and neuromorphic computation | |
Ji et al. | A flexible memristor model with electronic resistive switching memory behavior and its application in spiking neural network | |
Kang et al. | Emulation of spike-timing dependent plasticity in nano-scale phase change memory | |
Beckmann et al. | Towards synaptic behavior of nanoscale reram devices for neuromorphic computing applications | |
Kim et al. | Diverse synaptic weight adjustment of bio-inspired ZrOx-based memristors for neuromorphic system | |
Meng et al. | Li-ion doped artificial synaptic memristor for highly linear neuromorphic computing | |
Wang et al. | Ferroelectric tunnel memristor-based neuromorphic network with 1T1R crossbar architecture | |
CN108987568B (en) | Bismuth vanadate particle film-based neuro-bionic device, and preparation method and application thereof |