Bio‐Inspired 3D Artificial Neuromorphic Circuits

X Liu, F Wang, J Su, Y Zhou… - Advanced Functional …, 2022 - Wiley Online Library
Neuromorphic circuits emulating the bio‐brain functionality via artificial devices have
achieved a substantial scientific leap in the past decade. However, even with the advent of …

Emerging photoelectric devices for neuromorphic vision applications: principles, developments, and outlooks

Y Zhang, Z Huang, J Jiang - Science and Technology of Advanced …, 2023 - Taylor & Francis
The traditional von Neumann architecture is gradually failing to meet the urgent need for
highly parallel computing, high-efficiency, and ultra-low power consumption for the current …

A biopolymer-gated ionotronic junctionless oxide transistor array for spatiotemporal pain-perception emulation in nociceptor network

Y Li, K Yin, Y Diao, M Fang, J Yang, J Zhang, H Cao… - Nanoscale, 2022 - pubs.rsc.org
Capable of reflecting the location and intensity of external harmful stimuli, a nociceptor
network is of great importance for receiving pain-perception information. However, the …

Reservoir computing based on electric-double-layer coupled InGaZnO artificial synapse

Y Yang, H Cui, S Ke, M Pei, K Shi, C Wan… - Applied Physics …, 2023 - pubs.aip.org
Physical reservoir computing (PRC) is thought to be a potential low training-cost temporal
processing platform, which has been explored by the nonlinear and volatile dynamics of …

Biological UV Photoreceptors‐Inspired Sn‐Doped Polycrystalline β‐Ga2O3 Optoelectronic Synaptic Phototransistor for Neuromorphic Computing

Y Yoon, Y Kim, WS Hwang… - Advanced Electronic …, 2023 - Wiley Online Library
In this study, the authors fabricate Sn‐doped 100‐nm thick polycrystalline β‐Ga2O3 synaptic
field‐effect transistors (FETs) emulating optical and electrical spike stimulation. When …

BCM learning rules emulated by a-IGZO-based photoelectronic neuromorphic transistors

S Ke, C Fu, X Lin, Y Zhu, H Mao, L Zhu… - … on Electron Devices, 2022 - ieeexplore.ieee.org
Hardware implementation of Bienenstock–Cooper–Munro (BCM) learning rules would be of
great implications toward artificial intelligent systems. In this work, amorphous indium …

Influence of Al2O3 layer on InGaZnO memristor crossbar array for neuromorphic applications

WS Choi, JT Jang, D Kim, TJ Yang, C Kim, H Kim… - Chaos, Solitons & …, 2022 - Elsevier
In this study, we studied the effect of Al 2 O 3 layer insertion on InGaZnO (IGZO) memristors
by fabricating two kinds of crossbar arrays according to the presence or absence of the Al 2 …

Advances in neuromorphic devices for the hardware implementation of neuromorphic computing systems for future artificial intelligence applications: A critical review

J Ajayan, D Nirmal, BKJ IV, S Sreejith - Microelectronics Journal, 2022 - Elsevier
Neuromorphic Computing (NC) is considered as the next generation of artificial intelligence
(AI). AI can transform the way people live and work, however, the current Neumann …

IGZO nanofiber photoelectric neuromorphic transistors with indium ratio tuned synaptic plasticity

Y Zhu, B Peng, L Zhu, C Chen, X Wang, H Mao… - Applied Physics …, 2022 - pubs.aip.org
Synaptic plasticity divided into long-term and short-term categories is regarded as the origin
of memory and learning, which also inspires the construction of neuromorphic systems …

Transparent electronic and photoelectric synaptic transistors based on the combination of an InGaZnO channel and a TaO x gate dielectric

Y Li, T Chen, X Ju, T Salim - Nanoscale, 2022 - pubs.rsc.org
A transparent thin film transistor (TFT) based on the combination of an InGaZnO channel and
a high-κ (the dielectric constant is about 42.6) TaOx gate dielectric layer is fabricated. The …