Memristive Synapses for Brain‐Inspired Computing

J Wang, F Zhuge - Advanced Materials Technologies, 2019 - Wiley Online Library
memristive synapse varies its conductance due to the oxygen vacancies/ions migration upon
external electrical stimuli (see … Crossbar circuit with WO x -based memristive synapses and …

A brain-inspired in-memory computing system for neuronal communication via memristive circuits

X Ji, Z Dong, CS Lai, D Qi - IEEE Communications Magazine, 2022 - ieeexplore.ieee.org
… apply novel memristive circuits and investigate new techniques … At the circuit level, existing
memristive synapse circuits suffer … memristive synapse circuit will possess biological synaptic

Memristive synapses connect brain and silicon spiking neurons

A Serb, A Corna, R George, A Khiat, F Rocchi… - Scientific reports, 2020 - nature.com
… In this work, the parameters of the CMOS synapse circuits were set to produce weak
excitatory postsynaptic currents (EPSCs) with long time constants, such that high frequency …

The future of electronics based on memristive systems

MA Zidan, JP Strachan, WD Lu - Nature electronics, 2018 - nature.com
… Overall, the development and exploration of brain-inspired … are being explored using different
neuron, synapse and … of neural circuits, early work in cognition explored how brains might …

[HTML][HTML] Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

D Ielmini - Microelectronic Engineering, 2018 - Elsevier
… of brain-inspired neuromorphic computing circuits based on … learning experiment in a
memristive neural network, showing … (d), the map of synaptic weights at time 0 (e), after submitting …

Memristive synapses and neurons for bioinspired computing

R Yang, HM Huang, X Guo - Advanced Electronic Materials, 2019 - Wiley Online Library
… Thus, this section is definitely not a general review on brain … to study synaptic plasticity is
to modulate the synaptic weight … memristive devices significantly simplifies the neuron circuits

[HTML][HTML] Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

Y Zhang, Z Wang, J Zhu, Y Yang, M Rao… - Applied Physics …, 2020 - pubs.aip.org
brain-inspired computing with memristors. We review the mechanisms of various memristive
devices that can mimic synaptic … the memristor-based brain-inspired computing (see Fig. 1). …

[图书][B] Memristive Devices for Brain-Inspired Computing: From Materials, Devices, and Circuits to Applications-Computational Memory, Deep Learning, and Spiking …

S Spiga, A Sebastian, D Querlioz, B Rajendran - 2020 - books.google.com
… 4 Memory-centric with parallel operations 8.3 Case study: language recognition 8.3. 1 Mapping
… 5 Magnetic tunneling junction 16.3 Unsupervised programming of the synapses 16.3. 1 …

Memristive crossbar arrays for brain-inspired computing

Q Xia, JJ Yang - Nature materials, 2019 - nature.com
… devices have just started to be explored experimentally as an alternative for potentially …
circuits, is expected to fully unleash the potential of memristive devices as electronic synapses

Emerging memristive artificial synapses and neurons for energy‐efficient neuromorphic computing

S Choi, J Yang, G Wang - Advanced Materials, 2020 - Wiley Online Library
… b) Schematics of the neuromorphic processor inspired by the human brain. The artificial
neurons (orange box) and … a) Schematic of representative synaptic functions in the biological …