University of Hong Kong
Hong Kong
→
Zhengwu Liu
Work
Education
Tsinghua University
China
→
University of Electronic Science and Technology of China
China
→
Publications
Transforming memristor noises into computational innovations
Communications Materials
journal-article
A memristor-based adaptive neuromorphic decoder for brain–computer interfaces
Nature Electronics
journal-article
Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
journal-article
QuadINR: Hardware-Efficient Implicit Neural Representations Through Quadratic Activation
IEEE Transactions on Circuits and Systems II: Express Briefs
journal-article
Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs
IEEE Journal of Biomedical and Health Informatics
journal-article
Memristor chip-enabled adaptive neuromorphic decoder for co-evolutional brain-computer interfaces
preprint
Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis
Nature Communications
journal-article
Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis
Nature Communications
journal-article
Monolithic three-dimensional integration of RRAM-based hybrid memory architecture for one-shot learning
Nature Communications
journal-article
Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning
Nature Machine Intelligence
journal-article
Rotating neurons for all-analog implementation of cyclic reservoir computing
Nature Communications
journal-article
Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis
preprint
A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing
Nature Electronics
journal-article
Concealable physically unclonable function chip with a memristor array
Science Advances
journal-article
Memristor-based fully analog reservoir computing system for power-efficient real-time spatiotemporal signal processing
preprint
Memristor-based analogue computing for brain-inspired sound localization with in situ training
Nature Communications
journal-article
Multichannel parallel processing of neural signals in memristor arrays
Science Advances
journal-article
Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces
Nature Communications
journal-article