Andrzej Cichocki

Torun, KP 87100, Poland

Last Updated: 09/26/2026

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Found 160 publications

Contrastive Decoupling and Enhancement of Multi-view EEG Features for Imagined Speech Decoding.

Contrastive Decoupling and Enhancement of Multi-view EEG Features for Imagined Speech Decoding.

Journal: IEEE transactions on bio-medical engineering
Published: September 01, 2026

Egocentric Online Action Segmentation via Parametric Context Memory Learning.

Egocentric Online Action Segmentation via Parametric Context Memory Learning.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Published: July 27, 2026

Breaking the Depth Barrier in Motor Imagery Classification via a Residual Depthwise-Separable Network.

Breaking the Depth Barrier in Motor Imagery Classification via a Residual Depthwise-Separable Network.

Journal: IEEE transactions on cybernetics
Published: May 27, 2026

Hands-free motor imagery EEG classification via LLM multi-agents.

Hands-free motor imagery EEG classification via LLM multi-agents.

Journal: Journal of neuroscience methods
Published: April 27, 2026

Enhancing Target Recognition Performance in SSVEP-Based Brain-Computer Interfaces via Deep Neural Networks With Pyramid Squeeze Attention.

Enhancing Target Recognition Performance in SSVEP-Based Brain-Computer Interfaces via Deep Neural Networks With Pyramid Squeeze Attention.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Published: April 21, 2026

Enhancing the Capability and Accuracy of Motor Imagery Classification: A Deep Neural Network-Powered Multifaceted Strategy Model.

Enhancing the Capability and Accuracy of Motor Imagery Classification: A Deep Neural Network-Powered Multifaceted Strategy Model.

Journal: IEEE transactions on cybernetics
Published: April 06, 2026

EFS-NET: EEG-fNIRS multi-scale fusion network based on spatial calibration.

EFS-NET: EEG-fNIRS multi-scale fusion network based on spatial calibration.

Journal: Cognitive neurodynamics
Published: March 26, 2026

TBMSCCN: Two-Branch Multi-Scale Convolutional Correlation Network for Steady-State Visual Evoked Potential Classification.

TBMSCCN: Two-Branch Multi-Scale Convolutional Correlation Network for Steady-State Visual Evoked Potential Classification.

Journal: IEEE transactions on bio-medical engineering
Published: March 19, 2026

Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations.

Collaborated With Hallucination: Enhancing Egocentric Grounded Question Answering via Error Demonstrations.

Journal: IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Published: March 04, 2026

A Fully Unsupervised Online Classification Algorithm for Event-Related Potential based Brain-Computer Interfaces.

A Fully Unsupervised Online Classification Algorithm for Event-Related Potential based Brain-Computer Interfaces.

Journal: IEEE transactions on bio-medical engineering
Published: February 10, 2026

Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding.

Multi-Domain Dynamic Weighting Network for Motor Imagery Decoding.

Journal: International journal of neural systems
Published: December 30, 2025

MS-TSEFNet: Multi-Scale Spatiotemporal Efficient Feature Fusion Network.

MS-TSEFNet: Multi-Scale Spatiotemporal Efficient Feature Fusion Network.

Journal: Sensors (Basel, Switzerland)
Published: December 17, 2025
Showing 1-12 of 160

Last Updated: 09/26/2026