[HTML][HTML] A sensory memory processing system with multi-wavelength synaptic-polychromatic light emission for multi-modal information recognition

L Shan, Q Chen, R Yu, C Gao, L Liu, T Guo… - Nature …, 2023 - nature.com
Realizing multi-modal information recognition tasks which can process external information
efficiently and comprehensively is an urgent requirement in the field of artificial intelligence …

EMSN: An energy-efficient memristive sequencer network for human emotion classification in mental health monitoring

X Ji, Z Dong, Y Han, CS Lai, G Zhou… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mental health problems are an increasingly common social issue severely affecting health
and well-being. Multimedia processing technologies via facial expression show appealing …

Multimodal neuromorphic sensory-processing system with memristor circuits for smart home applications

Z Dong, X Ji, G Zhou, M Gao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To enable smart home applications, embedding home monitoring systems with different
sensors can be a feasible remedy to capture the multimodal sensory information from daily …

Design and implementation of a flexible neuromorphic computing system for affective communication via memristive circuits

Z Dong, X Ji, CS Lai, D Qi - IEEE Communications Magazine, 2022 - ieeexplore.ieee.org
Neuromorphic computing is expected to realize fast and energy-efficient artificial neural
networks and address the inherent limitations of von Neumann architectures in dedicated …

[HTML][HTML] A physics-oriented memristor model with the coexistence of NDR effect and RS memory behavior for bio-inspired computing

X Ji, Z Dong, CS Lai, G Zhou, D Qi - Materials Today Advances, 2022 - Elsevier
Bio-inspired computing promises fundamentally different ways to advances in artificial
intelligence with extreme energy efficiency. Memristive technologies due to the non-volatility …

A brain-inspired hierarchical interactive in-memory computing system and its application in video sentiment analysis

X Ji, Z Dong, Y Han, CS Lai, D Qi - IEEE transactions on circuits …, 2023 - ieeexplore.ieee.org
Video sentiment analysis can effectively establish the relationship between the emotion
state and the multimodal information, while still suffer from intensive computation and low …

Memristor-based hierarchical attention network for multimodal affective computing in mental health monitoring

Z Dong, X Ji, CS Lai, D Qi, G Zhou… - IEEE Consumer …, 2022 - ieeexplore.ieee.org
We present a circuit design of the hierarchical attention network for multimodal affective
computing, which can be used in mental health monitoring. Specifically, a kind of cost …

An attention based YOLOv5 network for small traffic sign recognition

Y Chen, J Wang, Z Dong, Y Yang… - 2022 IEEE 31st …, 2022 - ieeexplore.ieee.org
With the development of autonomous driving technology, as a part of the intelligent
transportation system, traffic sign recognition (TSR) has attracted more and more attention …

Single Wavelength Operating Neuromorphic Device Based on a Graphene–Ferroelectric Transistor

K Maity, JF Dayen, B Doudin… - … Applied Materials & …, 2023 - ACS Publications
As global data generation continues to rise, there is an increasing demand for revolutionary
in-memory computing methodologies and efficient machine learning solutions. Despite …

Pinning synchronization of fractional memristor-based neural networks with neutral delays and reaction–diffusion terms

X Wu, S Liu, H Wang - … in Nonlinear Science and Numerical Simulation, 2023 - Elsevier
This article explores the pinning synchronization of fractional memristor-based neural
networks under the effect of neutral delays and reaction–diffusion. First, we introduce neutral …