Synaptic devices based neuromorphic computing applications in artificial intelligence

B Sun, T Guo, G Zhou, S Ranjan, Y Jiao, L Wei… - Materials Today …, 2021 - Elsevier
Synaptic devices, including synaptic memristor and synaptic transistor, are emerging
nanoelectronic devices, which are expected to subvert traditional data storage and …

Electrochemical ion insertion from the atomic to the device scale

A Sood, AD Poletayev, DA Cogswell… - Nature Reviews …, 2021 - nature.com
Electrochemical ion insertion involves coupled ion–electron transfer reactions, transport of
guest species and redox of the host. The hosts are typically anisotropic solids with 2D …

[HTML][HTML] Roadmap on emerging hardware and technology for machine learning

K Berggren, Q Xia, KK Likharev, DB Strukov… - …, 2020 - iopscience.iop.org
Recent progress in artificial intelligence is largely attributed to the rapid development of
machine learning, especially in the algorithm and neural network models. However, it is the …

Fictitious phase separation in Li layered oxides driven by electro-autocatalysis

J Park, H Zhao, SD Kang, K Lim, CC Chen, YS Yu… - Nature Materials, 2021 - nature.com
Layered oxides widely used as lithium-ion battery electrodes are designed to be cycled
under conditions that avoid phase transitions. Although the desired single-phase …

Hardware implementation of neuromorphic computing using large‐scale memristor crossbar arrays

Y Li, KW Ang - Advanced Intelligent Systems, 2021 - Wiley Online Library
Brain‐inspired neuromorphic computing is a new paradigm that holds great potential to
overcome the intrinsic energy and speed issues of traditional von Neumann based …

Lithium-film ceramics for solid-state lithionic devices

Y Zhu, JC Gonzalez-Rosillo, M Balaish… - Nature Reviews …, 2021 - nature.com
The search for alternatives to traditional Li-ion batteries has sparked interest in the chemistry
and manufacturing of solid-state Li-ion conductors. Li-ion conductors are traditionally …

[HTML][HTML] Cluster-type analogue memristor by engineering redox dynamics for high-performance neuromorphic computing

J Kang, T Kim, S Hu, J Kim, JY Kwak, J Park… - Nature …, 2022 - nature.com
Memristors, or memristive devices, have attracted tremendous interest in neuromorphic
hardware implementation. However, the high electric-field dependence in conventional …

Theory of coupled ion-electron transfer kinetics

D Fraggedakis, M McEldrew, RB Smith, Y Krishnan… - Electrochimica …, 2021 - Elsevier
The microscopic theory of chemical reactions is based on transition state theory, where
atoms or ions transfer classically over an energy barrier, as electrons maintain their ground …

Dynamic surface phases controlling asymmetry of high-rate lithiation and delithiation in phase-separating electrodes

B Koo, J Chung, J Kim, D Fraggedakis, S Seo… - Energy & …, 2023 - pubs.rsc.org
Li-ion battery electrodes exhibit a poorly understood resistance increase during high-rate
lithiation, which is rarely observed during delithiation. This hysteresis, often attributed to the …

A cyclized polyacrylonitrile anode for alkali metal ion batteries

W Zhang, M Sun, J Yin, E Abou‐Hamad… - Angewandte …, 2021 - Wiley Online Library
Organic anodes have attracted increasing attention for alkali metal ion batteries. In this work,
we discovered that cyclized polyacrylonitrile (cPAN) can serve as an excellent anode for …