Jianhai H. Zhang

Hangzhou, China

Last Updated: 09/26/2026

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Found 38 publications

Multi-branch heterogeneous network of exploiting complementary multi-view features for decoding finger motor imagery EEG.

Multi-branch heterogeneous network of exploiting complementary multi-view features for decoding finger motor imagery EEG.

Journal: Computer methods in biomechanics and biomedical engineering

Published: September 02, 2026

Contrastive Learning Network based on Multi-Scale Transformer (CLMT-net): EEG decoding for fine-grained motor imagery of movements within the same limb.

Contrastive Learning Network based on Multi-Scale Transformer (CLMT-net): EEG decoding for fine-grained motor imagery of movements within the same limb.

Journal: Computer methods in biomechanics and biomedical engineering

Published: August 10, 2026

M3T-attention: a multi-level multi-scale temporal attention transformer for EEG hand movement trajectory decoding.

M3T-attention: a multi-level multi-scale temporal attention transformer for EEG hand movement trajectory decoding.

Journal: Cognitive neurodynamics

Published: August 16, 2025

Multimodal MBC-ATT: cross-modality attentional fusion of EEG-fNIRS for cognitive state decoding.

Multimodal MBC-ATT: cross-modality attentional fusion of EEG-fNIRS for cognitive state decoding.

Journal: Frontiers in human neuroscience

Published: July 06, 2025

Adversarial guided diffusion models for adversarial purification.

Adversarial guided diffusion models for adversarial purification.

Journal: Neural networks : the official journal of the International Neural Network Society

Published: March 20, 2025

A multi-branch, multi-scale, and multi-view CNN with lightweight temporal attention mechanism for EEG-based motor imagery decoding.

A multi-branch, multi-scale, and multi-view CNN with lightweight temporal attention mechanism for EEG-based motor imagery decoding.

Journal: Computer methods in biomechanics and biomedical engineering

Published: January 06, 2025

Conditional probabilistic-based domain adaptation for cross-subject EEG-based emotion recognition.

Conditional probabilistic-based domain adaptation for cross-subject EEG-based emotion recognition.

Journal: Cognitive neurodynamics

Published: December 23, 2024

Multi-source domain transfer network based on subdomain adaptation and minimum class confusion for EEG emotion recognition.

Multi-source domain transfer network based on subdomain adaptation and minimum class confusion for EEG emotion recognition.

Journal: Computer methods in biomechanics and biomedical engineering

Published: October 21, 2024

SFT-HN: a novel spatial-frequency-temporal hybrid network for EEG-based emotion recognition.

SFT-HN: a novel spatial-frequency-temporal hybrid network for EEG-based emotion recognition.

Journal: Cognitive neurodynamics

Published: May 27, 2024

A time segment adaptive optimization method based on separability criterion and correlation analysis for motor imagery BCIs.

A time segment adaptive optimization method based on separability criterion and correlation analysis for motor imagery BCIs.

Journal: Computer methods in biomechanics and biomedical engineering

Published: January 09, 2024

Transfer learning with data alignment and optimal transport for EEG based motor imagery classification.

Transfer learning with data alignment and optimal transport for EEG based motor imagery classification.

Journal: Journal of neural engineering

Published: November 02, 2023

Instance-representation transfer method based on joint distribution and deep adaptation for EEG emotion recognition.

Instance-representation transfer method based on joint distribution and deep adaptation for EEG emotion recognition.

Journal: Medical & biological engineering & computing

Published: June 22, 2023

Showing 1-12 of 38

Last Updated: 09/26/2026