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 …

Negative photoconductivity transistors for visuomorphic computing

L Wang, H Wang, J Liu, Y Wang, H Shao… - Advanced …, 2024 - Wiley Online Library
Visuomorphic computing aims to simulate and potentially surpass the human retina by
mimicking biological visual perception with an artificial retina. Despite significant progress …

Graphene-In2Se3 van der Waals Heterojunction Neuristor for Optical In-Memory Bimodal Operation

S Mukherjee, D Dutta, A Ghosh, E Koren - ACS nano, 2023 - ACS Publications
Functional diversification at the single-device level has become essential for emerging
optical neural network (ONN) development. Stable ferroelectricity harnessed with strong …

An Antidehydration Hydrogel Based on Zwitterionic Oligomers for Bioelectronic Interfacing

K He, P Cai, S Ji, Z Tang, Z Fang, W Li, J Yu… - Advanced …, 2024 - Wiley Online Library
Hydrogels are ideal interfacing materials for on‐skin healthcare devices, yet their
susceptibility to dehydration hinders their practical use. While incorporating hygroscopic …

An Ion‐Mediated Spiking Chemical Neuron based on Mott Memristor

H Ren, F Li, M Wang, G Liu, D Li, R Wang… - Advanced …, 2024 - Wiley Online Library
Artificial spiking neurons capable of interpreting ionic information into electrical spikes are
critical to mimic biological signaling systems. Mott memristors are attractive for constructing …

Recent trends in neuromorphic systems for non-von Neumann in materia computing and cognitive functionalities

I Mondal, R Attri, TS Rao, B Yadav… - Applied Physics …, 2024 - pubs.aip.org
In the era of artificial intelligence and smart automated systems, the quest for efficient data
processing has driven exploration into neuromorphic systems, aiming to replicate brain …

Emerging Optoelectronic Devices for Brain‐Inspired Computing

L Hu, X Zhuge, J Wang, X Wei, L Zhang… - Advanced Electronic …, 2024 - Wiley Online Library
Brain‐inspired neuromorphic computing is recognized as a promising technology for
implementing human intelligence in hardware. Neuromorphic devices, including artificial …

Optical–Electrical Coordinately Modulated Memristor Based on 2D Ferroelectric RP Perovskite for Artificial Vision Applications

H Wang, J Yang, Z Yang, G Liu, Y Tang… - Advanced …, 2024 - Wiley Online Library
Traditional artificial vision systems built using separate sensing, computing, and storage
units have problems with high power consumption and latency caused by frequent data …

Fabrication of carbon nanotube neuromorphic thin film transistor arrays and their applications for flexible olfactory-visual multisensory synergy recognition

N Sui, K Kang, M Li, D Zhang, B Li… - … Journal of Extreme …, 2024 - iopscience.iop.org
Artificial multisensory devices play a key role in human-computer interaction in the field of
artificial intelligence (AI). In this work, we have designed and constructed a novel olfactory …

Bio‐Inspired Sensory Receptors for Artificial‐Intelligence Perception

A Bag, G Ghosh, MJ Sultan, HH Chouhdry… - Advanced …, 2024 - Wiley Online Library
In the era of artificial intelligence (AI), there is a growing interest in replicating human
sensory perception. Selective and sensitive bio‐inspired sensory receptors with synaptic …