Neuro-inspired electronic skin for robots

F Liu, S Deswal, A Christou, Y Sandamirskaya… - Science robotics, 2022 - science.org
Touch is a complex sensing modality owing to large number of receptors (mechano, thermal,
pain) nonuniformly embedded in the soft skin all over the body. These receptors can gather …

Photonics for artificial intelligence and neuromorphic computing

BJ Shastri, AN Tait, T Ferreira de Lima, WHP Pernice… - Nature …, 2021 - nature.com
Research in photonic computing has flourished due to the proliferation of optoelectronic
components on photonic integration platforms. Photonic integrated circuits have enabled …

[HTML][HTML] Space–charge limited current in nanodiodes: Ballistic, collisional, and dynamical effects

P Zhang, YS Ang, AL Garner, Á Valfells… - Journal of Applied …, 2021 - pubs.aip.org
Space–charge limited current in nanodiodes: Ballistic, collisional, and dynamical effects |
Journal of Applied Physics | AIP Publishing Skip to Main Content Umbrella Alt Text Umbrella Alt …

Prospects and applications of photonic neural networks

C Huang, VJ Sorger, M Miscuglio… - … in Physics: X, 2022 - Taylor & Francis
Neural networks have enabled applications in artificial intelligence through machine
learning, and neuromorphic computing. Software implementations of neural networks on …

Hands-on reservoir computing: a tutorial for practical implementation

M Cucchi, S Abreu, G Ciccone, D Brunner… - Neuromorphic …, 2022 - iopscience.iop.org
This manuscript serves a specific purpose: to give readers from fields such as material
science, chemistry, or electronics an overview of implementing a reservoir computing (RC) …

Photonic multiplexing techniques for neuromorphic computing

Y Bai, X Xu, M Tan, Y Sun, Y Li, J Wu, R Morandotti… - …, 2023 - degruyter.com
The simultaneous advances in artificial neural networks and photonic integration
technologies have spurred extensive research in optical computing and optical neural …

Reservoir computing with biocompatible organic electrochemical networks for brain-inspired biosignal classification

M Cucchi, C Gruener, L Petrauskas, P Steiner… - Science …, 2021 - science.org
Early detection of malign patterns in patients' biological signals can save millions of lives.
Despite the steady improvement of artificial intelligence–based techniques, the practical …

Graphene/MoS2−xOx/graphene photomemristor with tunable non-volatile responsivities for neuromorphic vision processing

X Fu, T Li, B Cai, J Miao, GN Panin, X Ma… - Light: Science & …, 2023 - nature.com
Conventional artificial intelligence (AI) machine vision technology, based on the von
Neumann architecture, uses separate sensing, computing, and storage units to process …

Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse

SH Sung, TJ Kim, H Shin, TH Im, KJ Lee - Nature Communications, 2022 - nature.com
Neuromorphic computing targets the hardware embodiment of neural network, and device
implementation of individual neuron and synapse has attracted considerable attention. The …

Neuromorphic computing based on wavelength-division multiplexing

X Xu, W Han, M Tan, Y Sun, Y Li, J Wu… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Optical neural networks (ONNs), or optical neuromorphic hardware accelerators, have the
potential to dramatically enhance the computing power and energy efficiency of mainstream …