Publications by authors named "Neethu Robinson"

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EEG2GAIT: A Hierarchical Graph Convolutional Network for EEG-based Gait Decoding.
Xi Fu, Rui Liu, Aung Aung Phyo Wai, Hannah Pulferer, Neethu Robinson

IEEE Trans Neural Syst Rehabil Eng· December 2025

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LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface.
Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan

IEEE Trans Neural Netw Learn Syst· July 2024

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Reconstruction of Continuous Hand Grasp Movement from EEG Using Deep Learning.
Yuting Tang, Neethu Robinson, Xi Fu, Kavitha P Thomas, Aung Aung Phyo Wai

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Transferring a deep learning model from healthy subjects to stroke patients in a motor imagery brain-computer interface.
Aarthy Nagarajan, Neethu Robinson, Kai Keng Ang, Karen Sui Geok Chua, Effie Chew

J Neural Eng· January 2024

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Relevance-based channel selection in motor imagery brain-computer interface.
Aarthy Nagarajan, Neethu Robinson, Cuntai Guan

J Neural Eng· January 2023

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Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG.
Vishnupriya R, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Investigation on Robustness of EEG-based Brain-Computer Interfaces.
Aarthy Nagarajan, Neethu Robinson, Cuntai Guan

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Design Considerations for Long Term Non-invasive Brain Computer Interface Training With Tetraplegic CYBATHLON Pilot.
Neethu Robinson, Tushar Chouhan, Ernest Mihelj, Paulina Kratka, Frédéric Debraine

Front Hum Neurosci· June 2021

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Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network.
Kaishuo Zhang, Neethu Robinson, Seong-Whan Lee, Cuntai Guan

Neural Netw· April 2021

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A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface.
Ravikiran Mane, Neethu Robinson, A P Vinod, Seong-Whan Lee, Cuntai Guan

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Prognostic and Monitory EEG-Biomarkers for BCI Upper-Limb Stroke Rehabilitation.
Ravikiran Mane, Effie Chew, Kok Soon Phua, Kai Keng Ang, Neethu Robinson

IEEE Trans Neural Syst Rehabil Eng· August 2019

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Wavlet phase-locking based binary classification of hand movement directions from EEG.
Tushar Chouhan, Neethu Robinson, A P Vinod, Kai Keng Ang, Cuntai Guan

J Neural Eng· December 2018

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Neurophysiological predictors and spectro-spatial discriminative features for enhancing SMR-BCI.
Neethu Robinson, Kavitha P Thomas, A P Vinod

J Neural Eng· December 2018

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Real-Time Subject-Independent Pattern Classification of Overt and Covert Movements from fNIRS Signals.
Neethu Robinson, Ali Danish Zaidi, Mohit Rana, Vinod A Prasad, Cuntai Guan

PLoS One· August 2017

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Correction: Real-Time Subject-Independent Pattern Classification of Overt and Covert Movements from fNIRS Signals.
Neethu Robinson, Ali Danish Zaidi, Mohit Rana, Vinod A Prasad, Cuntai Guan

PLoS One· September 2016

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Adaptive estimation of hand movement trajectory in an EEG based brain-computer interface system.
Neethu Robinson, Cuntai Guan, A P Vinod

J Neural Eng· December 2015

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Multi-class EEG classification of voluntary hand movement directions.
Neethu Robinson, Cuntai Guan, A P Vinod, Kai Keng Ang, Keng Peng Tee

J Neural Eng· October 2013

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EEG-based classification of fast and slow hand movements using Wavelet-CSP algorithm.
Neethu Robinson, A P Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai T Guan

IEEE Trans Biomed Eng· August 2013

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Differences in hemodynamic activations between motor imagery and upper limb FES with NIRS.
Markus Schürholz, Mohit Rana, Neethu Robinson, Ander Ramos-Murguialday, Woosang Cho

Annu Int Conf IEEE Eng Med Biol Soc· July 2013

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