Nanomaterials for flexible neuromorphics

G Ding, H Li, JY Zhao, K Zhou, Y Zhai, Z Lv… - Chemical …, 2024 - ACS Publications
The quest to imbue machines with intelligence akin to that of humans, through the
development of adaptable neuromorphic devices and the creation of artificial neural …

Review of electrochemically synthesized resistive switching devices: memory storage, neuromorphic computing, and sensing applications

SS Kundale, GU Kamble, PP Patil, SL Patil, KA Rokade… - Nanomaterials, 2023 - mdpi.com
Resistive-switching-based memory devices meet most of the requirements for use in next-
generation information and communication technology applications, including standalone …

Multilevel resistive switching memristor based on silk fibroin/graphene oxide with image reconstruction functionality

S Liu, Y Cheng, F Han, S Fan, Y Zhang - Chemical Engineering Journal, 2023 - Elsevier
Multilevel storage memristors have great potential for use in neuromorphic computing, high-
density storage, and the creation of artificial synapses. In this work, we report a multilevel …

CogniFiber: Harnessing Biocompatible and Biodegradable 1D Collagen Nanofibers for Sustainable Nonvolatile Memory and Synaptic Learning Applications

KA Rokade, DD Kumbhar, SL Patil, SS Sutar… - Advanced …, 2024 - Wiley Online Library
Here, resistive switching (RS) devices are fabricated using naturally abundant, nontoxic,
biocompatible, and biodegradable biomaterials. For this purpose, 1D chitosan nanofibers …

Bioinspired Artificial Visual System Based on 2D WSe2 Synapse Array

Y Gong, P **e, X **ng, Z Lv, T **e, S Zhu… - Advanced Functional …, 2023 - Wiley Online Library
Abstract Machine vision systems that capture images for visual inspection and recognition
tasks must be able to perceive, memorize, and compute any color scene. To achieve this …

Flexible Zn‐TCPP Nanosheet‐Based Memristor for Ultralow‐Power Biomimetic Sensing System and High‐Precision Gesture Recognition

Y Wang, J Su, G Ouyang, S Geng… - Advanced Functional …, 2024 - Wiley Online Library
The flexible biomimetic sensory system inspired by biology exhibits learning, memory, and
cognitive behavior toward external stimuli, providing a promising direction for the future …

Multilevel Conductance States of Vapor‐Transport‐Deposited Sb2S3 Memristors Achieved via Electrical and Optical Modulation

SS Kundale, PS Pawar, DD Kumbhar… - Advanced …, 2024 - Wiley Online Library
The pursuit of advanced brain‐inspired electronic devices and memory technologies has led
to explore novel materials by processing multimodal and multilevel tailored conductive …

Scaling up the charge transfer on Pd@ Ti 3 C 2 T x–TiO 2 catalysts: a sustainable approach for H 2 generation via water splitting

MZ Abid, K Rafiq, A Rauf, RH Althomali… - Materials …, 2024 - pubs.rsc.org
The increasing energy demands have led modern societies to search for green and
renewable alternatives that can replace traditional energy sources (ie fossil fuels). The aim …

Two-dimensional MXene-based devices for information technology

SY Pang, WF Io, F Guo, Y Zhao, J Hao - Materials Science and …, 2025 - Elsevier
MXenes, a fascinating family of two-dimensional transition metal carbides and nitrides, have
attracted significant attention across various fields due to their unique properties, such as …

Molecularly Reconfigurable Neuroplasticity of Layered Artificial Synapse Electronics

DD Kumbhar, Y Je, S Hong, D Lee… - Advanced Functional …, 2024 - Wiley Online Library
Brain‐inspired electronics with multimodal signal processing have been investigated as the
next‐generation semiconductor platforms owing to the limitations of von Neumann …