Brain‐Inspired Organic Electronics: Merging Neuromorphic Computing and Bioelectronics Using Conductive Polymers

I Krauhausen, CT Coen, S Spolaor… - Advanced Functional …, 2024 - Wiley Online Library
Neuromorphic computing offers the opportunity to curtail the huge energy demands of
modern artificial intelligence (AI) applications by implementing computations into new, brain …

Functional Materials for Memristor‐Based Reservoir Computing: Dynamics and Applications

G Zhang, J Qin, Y Zhang, G Gong… - Advanced Functional …, 2023 - Wiley Online Library
The booming development of artificial intelligence (AI) requires faster physical processing
units as well as more efficient algorithms. Recently, reservoir computing (RC) has emerged …

Parallel perception of visual motion using light-tunable memory matrix

X Pan, J Shi, P Wang, S Wang, C Pan, W Yu… - Science …, 2023 - science.org
Parallel perception of visual motion is of crucial significance to the development of an
intelligent machine vision system. However, implementing in-sensor parallel visual motion …

Optoelectronic synapses with chemical-electric behaviors in gallium nitride semiconductors for biorealistic neuromorphic functionality

X Liu, D Wang, W Chen, Y Kang, S Fang, Y Luo… - Nature …, 2024 - nature.com
Optoelectronic synapses, leveraging the integration of classic photo-electric effect with
synaptic plasticity, are emerging as building blocks for artificial vision and photonic …

Few-and single-molecule reservoir computing experimentally demonstrated with surface-enhanced Raman scattering and ion gating

D Nishioka, Y Shingaya, T Tsuchiya, T Higuchi… - Science …, 2024 - science.org
Molecule-based reservoir computing (RC) is promising for achieving low power
consumption neuromorphic computing, although the information-processing capability of …

Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing

H Huang, X Liang, Y Wang, J Tang, Y Li, Y Du… - Nature …, 2024 - nature.com
In-sensor computing, which integrates sensing, memory and processing functions, has
shown substantial potential in artificial vision systems. However, large-scale monolithic …

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 …

Toward grouped-reservoir computing: organic neuromorphic vertical transistor with distributed reservoir states for efficient recognition and prediction

C Gao, D Liu, C Xu, W Xie, X Zhang, J Bai, Z Lin… - Nature …, 2024 - nature.com
Reservoir computing has attracted considerable attention due to its low training cost.
However, existing neuromorphic hardware, focusing mainly on shallow-reservoir computing …

Birdlike broadband neuromorphic visual sensor arrays for fusion imaging

P Xie, Y Xu, J Wang, D Li, Y Zhang, Z Zeng… - Nature …, 2024 - nature.com
Wearable visual bionic devices, fueled by advancements in artificial intelligence, are making
remarkable progress. However, traditional silicon vision chips often grapple with high …

Reservoir computing and photoelectrochemical sensors: A marriage of convenience

G Abdi, L Alluhaibi, E Kowalewska, T Mazur… - Coordination Chemistry …, 2023 - Elsevier
Sensing technology is an important aspect of information processing. Current development
in artificial intelligence systems (especially those aimed at medical and environmental …