Frank Kulwa - Publications

The DMD-based non-Euclidean Descriptor for Limb Movement Decoding in Pattern Recognition System.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: August 03, 2026

Interpretable Dual-Stream EEG-MRI Fusion Uncovers Structure-Function Signatures of Stroke Motor Recovery.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: July 27, 2026

A Novel Sliding Mode Differentiator-Based Feature for EMG-Based Hand Gesture Characterization.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: May 15, 2026

A Novel Levant's Differentiator-Based Descriptor for EEG-Based Motor Intent Decoding.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Pilot Study on Co-located EMG and FMG Transient-phase Signal Fusion Approach for Hand Motion Characterization.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Novel Non-Euclidean Adaptive Descriptor for Limb Motion Intent Decoding in EMG-Pattern Recognition System.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A NMF-Based Non-Euclidean Adaptive Feature Extraction Scheme for Limb Motion Pattern Decoding in Pattern Recognition System.

Journal: IEEE transactions on bio-medical engineering

Published: July 23, 2025

The effectiveness of intermittent theta burst stimulation for upper limb motor recovery after stroke: an exploratory randomized controlled trial.

Journal: Frontiers in neurology

Published: May 24, 2025

An Efficient Deep Transfer Learning Network for Characterization of Stroke Patients' Motor Execution from Multi-Channel EEG-Recordings.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

CEBRA Method: Decoding Brain Activity for Advanced Brain-Computer Interface Technology.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 03, 2025

Enhanced Deep Transfer Learning Model based on Spatial-Temporal driven Scalograms for Precise Decoding of Motor Intent in Stroke Survivors.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems.

Journal: IEEE transactions on bio-medical engineering

Published: November 14, 2022