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

[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 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 …

[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). …

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 …

Memristor-based neural network circuit of memory with emotional homeostasis

J Sun, J Han, Y Wang - IEEE Transactions on Nanotechnology, 2022 - ieeexplore.ieee.org
… , a memristive neural network circuit that can realize memory with … process in the brain
through neural network circuits based … of synapses through emotional voltages produced by the …

Research progress of neural synapses based on memristors

Y Li, K Su, H Chen, X Zou, C Wang, H Man, K Liu, X Xi… - Electronics, 2023 - mdpi.com
Digital synaptic circuits mainly use the nonvolatility and … of human brains and can be
physically realized by memristive arrays. … Further, we can explore the principle and mechanism of …

Memristive circuit design of brain-like emotional learning and generation

Z Wang, X Wang, Z Zeng - IEEE Transactions on Cybernetics, 2021 - ieeexplore.ieee.org
… of the neuron and synapse at the bottom layer of the circuit to … layer, thereby constructing
a brain-like information processing … to discover that multiple regions of the human brain are …

Competing memristors for brain-inspired computing

SJ Kim, S Kim, HW Jang - Iscience, 2021 - cell.com
synapses in neuromorphic computing systems, similar to the human nervous system.
Furthermore, we explore studies in which memristive … the electrical characteristics and schematic

Electrochemical‐Memristor‐Based Artificial Neurons and Synapses—Fundamentals, Applications, and Challenges

S Chen, T Zhang, S Tappertzhofen, Y Yang… - Advanced …, 2023 - Wiley Online Library
… neuronal and synaptic plasticity using memristive devices have … synapses in the human
brain. Creating artificial neurons and … a) Schematic illustration of biological synapse (left) and its …