Advancement in soft iontronic resistive memory devices and their application for neuromorphic computing

MU Khan, J Kim, MY Chougale… - Advanced Intelligent …, 2023 - Wiley Online Library
The aqueous electrolyte can be a deformable and stretchable liquid material for iontronic
resistive memory devices. An aqueous medium makes a device closer to the brain‐like …

Synaptic transistor with multiple biological functions based on metal-organic frameworks combined with the LIF model of a spiking neural network to recognize …

Q Wang, C Zhao, Y Sun, R Xu, C Li, C Wang… - Microsystems & …, 2023 - nature.com
Spiking neural networks (SNNs) have immense potential due to their utilization of synaptic
plasticity and ability to take advantage of temporal correlation and low power consumption …

Ionic liquid multistate resistive switching characteristics in two terminal soft and flexible discrete channels for neuromorphic computing

MU Khan, J Kim, MY Chougale, CM Furqan… - Microsystems & …, 2022 - nature.com
By exploiting ion transport phenomena in a soft and flexible discrete channel, liquid material
conductance can be controlled by using an electrical input signal, which results in analog …

Graphene oxide-based random access memory: from mechanism, optimization to application

Y Xie, M Qi, X Xiu, J Yang, Y Ren - Journal of Physics D: Applied …, 2022 - iopscience.iop.org
Abstract According to Moore's Law's development law, traditional floating gate memory is
constrained by charge tunneling, and its size is approaching the physical limit, which is …

Liquid metal memory

R Yuan, Y Cao, X Zhu, X Shan, B Wang… - Advanced …, 2024 - Wiley Online Library
Storage systems are vital components of electronic devices, while significant challenges
persist in achieving flexible memory due to the limitations of existing storage methodologies …

Conformational transitions in redissolved silk fibroin films and application for printable self-powered multistate resistive memory biomaterials

V Libera, R Malaspina, SB Bon, MA Cardinali… - RSC …, 2024 - pubs.rsc.org
3D printing of water stable proteins with elastic properties offers a broad range of
applications including self-powered biomedical devices driven by piezoelectric biomaterials …

Bioinspired soft multistate resistive memory device based on silk fibroin gel for neuromorphic computing

MY Chougale, MU Khan, J Kim… - Advanced …, 2022 - Wiley Online Library
Brain‐inspired computation is a promising field toward the next generation of intelligent
computing systems. To mimic the brain functions, this field requires devices that can support …

[HTML][HTML] Pathways towards truly brain-like computing primitives

MI Terasa, T Birkoben, M Noll, B Adejube… - Materials Today, 2023 - Elsevier
Taking inspiration from biological information processing in neural assemblies, deep
learning and artificial intelligence made solutions to complex problems more feasible. While …

A multilevel electrolyte-gated artificial synapse based on ruthenium-doped cobalt ferrite

P Monalisha, S Li, T Jin, PSA Kumar… - …, 2023 - iopscience.iop.org
Synaptic devices that emulate synchronized memory and processing are considered the
core components of neuromorphic computing systems for the low-power implementation of …

In-sensor Computing Based on Two-terminal Optoelectronic Memristors

Y Lin, Z Wang, X Zhao, H Xu, Y Liu - 2023 - books.rsc.org
In-sensor computing, which is capable of combining sensing, processing, and memory in a
single unit, has been proposed to implement a brain-inspired artificial visual system. Among …