Physical reservoir computing with emerging electronics

X Liang, J Tang, Y Zhong, B Gao, H Qian, H Wu - Nature Electronics, 2024 - nature.com
Physical reservoir computing is a form of neuromorphic computing that harvests the dynamic
properties of materials for high-efficiency computing. A wide range of physical systems can …

Technology and integration roadmap for optoelectronic memristor

J Wang, N Ilyas, Y Ren, Y Ji, S Li, C Li, F Liu… - Advanced …, 2024 - Wiley Online Library
Optoelectronic memristors (OMs) have emerged as a promising optoelectronic
Neuromorphic computing paradigm, opening up new opportunities for neurosynaptic …

Ferroelectric-defined reconfigurable homojunctions for in-memory sensing and computing

G Wu, X Zhang, G Feng, J Wang, K Zhou, J Zeng… - Nature Materials, 2023 - nature.com
Recently, the increasing demand for data-centric applications is driving the elimination of
image sensing, memory and computing unit interface, thus promising for latency-and energy …

Multimodal In‐Sensor Computing Implemented by Easily‐Fabricated Oxide‐Heterojunction Optoelectronic Synapses

H Fang, S Ma, J Wang, L Zhao, F Nie… - Advanced Functional …, 2024 - Wiley Online Library
The advent of big data and the Internet of Things has created urgent demands for in‐sensor
computing hardware with multimodal perception that can effectively resolve the inefficiency …

Ultralow-power optoelectronic synaptic transistors based on polyzwitterion dielectrics for in-sensor reservoir computing

X Wu, S Shi, B Liang, Y Dong, R Yang, R Ji, Z Wang… - Science …, 2024 - science.org
Bio-inspired transistor synapses use solid electrolytes to achieve low-power operation and
rich synaptic behaviors via ion diffusion and trap**. While these neuromorphic devices …

Programmable ferroelectric bionic vision hardware with selective attention for high-precision image classification

R Yu, L He, C Gao, X Zhang, E Li, T Guo, W Li… - Nature …, 2022 - nature.com
Selective attention is an efficient processing strategy to allocate computational resources for
pivotal optical information. However, the hardware implementation of selective visual …

All‐Photolithography Fabrication of Ion‐Gated Flexible Organic Transistor Array for Multimode Neuromorphic Computing

X Liu, S Dai, W Zhao, J Zhang, Z Guo, Y Wu… - Advanced …, 2024 - Wiley Online Library
Organic ion‐gated transistors (OIGTs) demonstrate commendable performance for versatile
neuromorphic systems. However, due to the fragility of organic materials to organic solvents …

Porous Metal–Organic Framework/ReS2 Heterojunction Phototransistor for Polarization‐Sensitive Visual Adaptation Emulation

D **e, G Gao, B Tian, Z Shu, H Duan… - Advanced …, 2023 - Wiley Online Library
Visual adaptation allows organisms to accurately perceive the external world even in
dramatically changing environments, from dim starlight to bright sunlight. In particular …

A bionic self-driven retinomorphic eye with ionogel photosynaptic retina

X Luo, C Chen, Z He, M Wang, K Pan, X Dong… - Nature …, 2024 - nature.com
Bioinspired bionic eyes should be self-driving, repairable and conformal to arbitrary
geometries. Such eye would enable wide-field detection and efficient visual signal …

High‐contrast bidirectional optoelectronic synapses based on 2D molecular crystal heterojunctions for motion detection

X Zhu, C Gao, Y Ren, X Zhang, E Li, C Wang… - Advanced …, 2023 - Wiley Online Library
Light‐stimulated optoelectronic synaptic devices are fundamental compositions of the
neuromorphic vision system. However, there are still huge challenges to achieving both …