Zhengwu Liu

About

Work

University of Hong Kong

Hong Kong

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Education

Tsinghua University
China

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University of Electronic Science and Technology of China
China

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Publications

Transforming memristor noises into computational innovations

Published by

Communications Materials

Summary

journal-article

A memristor-based adaptive neuromorphic decoder for brain–computer interfaces

Published by

Nature Electronics

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Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators

Published by

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

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QuadINR: Hardware-Efficient Implicit Neural Representations Through Quadratic Activation

Published by

IEEE Transactions on Circuits and Systems II: Express Briefs

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Valence-Arousal Disentangled Representation Learning for Emotion Recognition in SSVEP-Based BCIs

Published by

IEEE Journal of Biomedical and Health Informatics

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Memristor chip-enabled adaptive neuromorphic decoder for co-evolutional brain-computer interfaces

Summary

preprint

Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis

Published by

Nature Communications

Summary

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Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis

Published by

Nature Communications

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Monolithic three-dimensional integration of RRAM-based hybrid memory architecture for one-shot learning

Published by

Nature Communications

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Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning

Published by

Nature Machine Intelligence

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Rotating neurons for all-analog implementation of cyclic reservoir computing

Published by

Nature Communications

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journal-article

Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis

Summary

preprint

A memristor-based analogue reservoir computing system for real-time and power-efficient signal processing

Published by

Nature Electronics

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Concealable physically unclonable function chip with a memristor array

Published by

Science Advances

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Memristor-based fully analog reservoir computing system for power-efficient real-time spatiotemporal signal processing

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preprint

Memristor-based analogue computing for brain-inspired sound localization with in situ training

Published by

Nature Communications

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Multichannel parallel processing of neural signals in memristor arrays

Published by

Science Advances

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Neural signal analysis with memristor arrays towards high-efficiency brain–machine interfaces

Published by

Nature Communications

Summary

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