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 …

Monolithic 3D integration of 2D materials-based electronics towards ultimate edge computing solutions

JH Kang, H Shin, KS Kim, MK Song, D Lee, Y Meng… - Nature materials, 2023 - nature.com
Abstract Three-dimensional (3D) hetero-integration technology is poised to revolutionize the
field of electronics by stacking functional layers vertically, thereby creating novel 3D circuity …

A bioinspired MXene-based flexible sensory neuron for tactile near-sensor computing

J Huang, J Feng, Z Chen, Z Dai, S Yang, Z Chen… - Nano Energy, 2024 - Elsevier
Multifunctional near-sensor computing sensory neurons based on the integration of flexible
sensors and memristors hold promise to achieve unprecedented development in large-scale …

Ag-doped non–imperfection-enabled uniform memristive neuromorphic device based on van der Waals indium phosphorus sulfide

Y Li, Y **ong, B Zhai, L Yin, Y Yu, H Wang, J He - Science Advances, 2024 - science.org
Memristors are considered promising energy-efficient artificial intelligence hardware, which
can eliminate the von Neumann bottleneck by parallel in-memory computing. The common …

Approaching the Ideal Linearity in Epitaxial Crystalline‐Type Memristor by Controlling Filament Growth

T Zeng, S Shi, kejun Hu, L Jia, B Li, K Sun… - Advanced …, 2024 - Wiley Online Library
Brain‐inspired neuromorphic computing has attracted widespread attention owing to its
ability to perform parallel and energy‐efficient computation. However, the synaptic weight of …

Room-temperature polarization-sensitive photodetectors: Materials, device physics, and applications

X Du, H Wu, Z Peng, C Tan, L Yang, Z Wang - Materials Science and …, 2024 - Elsevier
The acquisition of multi-dimensional optical information such as intensity, wavelength and
polarization provides new ideas for improving the performance of photodetector to meet the …

Two-Dimensional Materials for Brain-Inspired Computing Hardware

S Hadke, MA Kang, VK Sangwan… - Chemical Reviews, 2025 - ACS Publications
Recent breakthroughs in brain-inspired computing promise to address a wide range of
problems from security to healthcare. However, the current strategy of implementing artificial …

Cation-eutaxy-enabled III–V-derived van der Waals crystals as memristive semiconductors

J Bae, J Won, T Kim, S Choi, H Kim, SHV Oh, G Lee… - Nature materials, 2024 - nature.com
Novel two-dimensional semiconductor crystals can exhibit diverse physical properties
beyond their inherent semiconducting attributes, making their pursuit paramount. Memristive …

Memristive Ion Dynamics to Enable Biorealistic Computing

R Zhao, SJ Kim, Y Xu, J Zhao, T Wang, R Midya… - Chemical …, 2024 - ACS Publications
Conventional artificial intelligence (AI) systems are facing bottlenecks due to the
fundamental mismatches between AI models, which rely on parallel, in-memory, and …