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 …

An artificial visual neuron with multiplexed rate and time-to-first-spike coding

F Li, D Li, C Wang, G Liu, R Wang, H Ren… - Nature …, 2024 - nature.com
Human visual neurons rely on event-driven, energy-efficient spikes for communication, while
silicon image sensors do not. The energy-budget mismatch between biological systems and …

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 …

A dual‐functional perovskite‐based photodetector and memristor for visual memory

F Cao, Z Hu, T Yan, E Hong, X Deng, L Wu… - Advanced …, 2023 - Wiley Online Library
The imitation of human visual memory demands the multifunctional integration of light
sensors similar to the eyes, and image memory, similar to the brain. Although humans have …

Development of Bio‐Voltage Operated Humidity‐Sensory Neurons Comprising Self‐Assembled Peptide Memristors

Z Lv, S Zhu, Y Wang, Y Ren, M Luo, H Wang… - Advanced …, 2024 - Wiley Online Library
Biomimetic humidity sensors offer a low‐power approach for respiratory monitoring in early
lung‐disease diagnosis. However, balancing miniaturization and energy efficiency remains …

Design of artificial neurons of memristive neuromorphic networks based on biological neural dynamics and structures

X Li, J Sun, Y Sun, C Wang, Q Hong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Memristive neuromorphic networks have great potential and advantage in both technology
and computational protocols for artificial intelligence. Efficient hardware design of biological …

Neuromorphic circuit of classical and operant conditioning based on tunable neural circuitry motifs

M Guo, L Kong, G Dou, HHC Iu - IEEE Transactions on Circuits …, 2024 - ieeexplore.ieee.org
Most memristive bionic circuits focus on how to realize bionic functions, few studies consider
the biomimetic of the circuit structure and operation rules, so it is difficult to learn, memorize …

Two-dimensional molecular crystal Sb2O3 for electronics and optoelectronics

J Yu, W Han, RJ Ong, JW Shi, AA Suleiman… - Applied Physics …, 2024 - pubs.aip.org
As a two-dimensional (2D) inorganic molecular van der Waals crystal, Sb 2 O 3 has been
widely recognized as an excellent dielectric and encapsulation material due to its wide …