Towards spike-based machine intelligence with neuromorphic computing

K Roy, A Jaiswal, P Panda - Nature, 2019 - nature.com
Guided by brain-like 'spiking'computational frameworks, neuromorphic computing—brain-
inspired computing for machine intelligence—promises to realize artificial intelligence while …

Defects in complex oxide thin films for electronics and energy applications: challenges and opportunities

W Li, J Shi, KHL Zhang, JL MacManus-Driscoll - Materials Horizons, 2020 - pubs.rsc.org
Complex transition-metal oxides (TMOs) are critical materials for cutting-edge electronics
and energy-related technologies, on the basis of their intriguing properties including …

Artificial synapses emulated by an electrolyte‐gated tungsten‐oxide transistor

JT Yang, C Ge, JY Du, HY Huang, M He… - Advanced …, 2018 - Wiley Online Library
Considering that the human brain uses≈ 1015 synapses to operate, the development of
effective artificial synapses is essential to build brain‐inspired computing systems. In …

Flexible memristor constructed by 2D cadmium phosphorus trichalcogenide for artificial synapse and logic operation

Z Peng, Z Cheng, S Ke, Y Xiao, Z Ye… - Advanced Functional …, 2023 - Wiley Online Library
The development of advanced microelectronics requires new device architecture and multi‐
functionality. Low‐dimensional material is considered as a powerful candidate to construct …

Tunable synaptic behavior realized in C3N composite based memristor

L Zhou, S Yang, G Ding, JQ Yang, Y Ren, SR Zhang… - Nano Energy, 2019 - Elsevier
Inspired by the parallel performing of storage and processing information in biological
synapse, artificial synapse that can control ionic and protonic currents are ideal means for …

Emerging perovskite materials for high density data storage and artificial synapses

Y Wang, Z Lv, L Zhou, X Chen, J Chen… - Journal of Materials …, 2018 - pubs.rsc.org
Since the discovery of perovskite materials with the general chemical formula ABX3 in 1839,
research on perovskite materials has drawn exponentially greater attention, owing to their …

Polymorphous band structure model of gapping in the antiferromagnetic and paramagnetic phases of the Mott insulators MnO, FeO, CoO, and NiO

G Trimarchi, Z Wang, A Zunger - Physical Review B, 2018 - APS
The existence of band gaps in both the antiferromagnetic (AFM) and paramagnetic (PM)
phases of the classic NaCl-structure Mott insulators MnO, FeO, CoO, and NiO is traditionally …

Evolution of bio‐inspired artificial synapses: materials, structures, and mechanisms

H Yu, H Wei, J Gong, H Han, M Ma, Y Wang, W Xu - Small, 2021 - Wiley Online Library
Artificial synapses (ASs) are electronic devices emulating important functions of biological
synapses, which are essential building blocks of artificial neuromorphic networks for brain …

Perovskite photodetectors and their application in artificial photonic synapses

X Huang, Y Guo, Y Liu - Chemical Communications, 2021 - pubs.rsc.org
Organic–inorganic hybrid perovskites exhibit superior optoelectrical properties and have
been widely used in photodetectors. Perovskite photodetectors with excellent detectivity …

Machine learning classical interatomic potentials for molecular dynamics from first-principles training data

H Chan, B Narayanan, MJ Cherukara… - The Journal of …, 2019 - ACS Publications
The ever-increasing power of modern supercomputers, along with the availability of highly
scalable atomistic simulation codes, has begun to revolutionize predictive modeling of …