Neethu Robinson

According to our database, Neethu Robinson authored at least 35 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LGGNet: Learning From Local-Global-Graph Representations for Brain-Computer Interface.

Yi Ding, Neethu Robinson, Chengxuan Tong, Qiuhao Zeng, Cuntai Guan

IEEE Trans. Neural Networks Learn. Syst., July, 2024

CASTNet: Cycle-Consistent Attention-based Network for Decoding Open/Close Hand Movement Attempts using EEG.

Han Wei Ng, Kavitha P. Thomas, Neethu Robinson, Aung Aung Phyo Wai, Leran Jenny Liang, Nishka Khendry, Aarthy Nagarajan, Cuntai Guan

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition.

Yi Ding, Neethu Robinson, Su Zhang, Qiuhao Zeng, Cuntai Guan

IEEE Trans. Affect. Comput., 2023

2022

FPGA-based Deep-Learning Accelerators for Energy Efficient Motor Imagery EEG classification.

Daniel Flood, Neethu Robinson, Shanker Shreejith

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

Separability of Motor Imagery Directions Using Subject-Specific Discriminative EEG Features.

Kavitha P. Thomas, Neethu Robinson, A. Prasad Vinod

IEEE Trans. Hum. Mach. Syst., 2021

Use of Mobile EEG in Decoding Hand Movement Speed and Position.

Neethu Robinson, Tan Wei Jie Chester, Smitha K. G.

IEEE Trans. Hum. Mach. Syst., 2021

Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network.

Kaishuo Zhang, Neethu Robinson, Seong-Whan Lee, Cuntai Guan

Neural Networks, 2021

LGGNet: Learning from Local-Global-Graph Representations for Brain-Computer Interface.

Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan

CoRR, 2021

TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition.

Yi Ding, Neethu Robinson, Qiuhao Zeng, Cuntai Guan

CoRR, 2021

FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface.

Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan

CoRR, 2021

Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG.

R. Vishnupriya, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Investigation on Robustness of EEG-based Brain-Computer Interfaces.

Aarthy Nagarajan, Neethu Robinson, Cuntai Guan

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

TSception: A Deep Learning Framework for Emotion Detection Using EEG.

Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface.

Ravikiran Mane, Neethu Robinson, A. Prasad Vinod, Seong-Whan Lee, Cuntai Guan

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery.

Neethu Robinson, Seong-Whan Lee, Cuntai Guan

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Comparative Study of Mental States in 2D and 3D Virtual Environments Using EEG.

Pinar Bilgin, Kat Agres, Neethu Robinson, Aung Aung Phyo Wai, Cuntai Guan

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Utilizing Subject-Specific Discriminative EEG Features for Classification of Motor Imagery Directions.

Kavitha P. Thomas, Neethu Robinson, A. Prasad Vinod

Proceedings of the IEEE 10th International Conference on Awareness Science and Technology, 2019

2018

Classification of unilateral motor tasks using spectral features of EEG.

Neethu Robinson, Kavitha P. Thomas, A. Prasad Vinod, S. Sundaram

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Covert Visuospatial Attention (VSA) for EEG-Based Asynchronous Control of Robot.

Oh Yoke Chew, Neethu Robinson, Smitha Kavallur Pisharath Gopi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

EEG-based Discriminative Features During Hand Movement Execution and Imagination.

Kavitha P. Thomas, Neethu Robinson, Kavallur Gopi Smitha, A. Prasad Vinod

Proceedings of the 15th International Conference on Control, 2018

2017

EEG-based motor imagery classification using subject-specific spatio-spectral features.

Kavitha P. Thomas, Neethu Robinson, A. Prasad Vinod

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Classifying subjective emotional stress response evoked by multitasking using EEG.

Kavallur Gopi Smitha, Ng Yu Xin, Seah Sze Lian, Neethu Robinson

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Canonical correlation analysis of EEG for classification of motor imagery.

Neethu Robinson, Kavitha P. Thomas, A. Prasad Vinod

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Binary classification of hand movement directions from EEG using wavelet phase-locking.

Tushar Chouhan, Neethu Robinson, A. Prasad Vinod, Kai Keng Ang

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Decoding speed of hand movement execution using temporal features of EEG.

Neethu Robinson, A. Prasad Vinod

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

Online Biometric Authentication Using Subject-Specific Band Power features of EEG.

Kavitha P. Thomas, A. Prasad Vinod, Neethu Robinson

Proceedings of the 2017 International Conference on Cryptography, Security and Privacy, 2017

Detecting and tracking multiple directional movements in EEG based BCI.

Cuntai Guan, Neethu Robinson, Vikram Shenoy Handiru, A. Prasad Vinod

Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2015

Signal processing techniques for motor control brain computer interface systems

Neethu Robinson

PhD thesis, 2015

Bi-Directional Imagined Hand Movement Classification Using Low Cost EEG-Based BCI.

Neethu Robinson, A. Prasad Vinod

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Spatio-temporal variations in hand movement trajectory based brain activation patterns.

Neethu Robinson, A. Prasad Vinod, Cuntai Guan

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

2013

EEG-Based Classification of Fast and Slow Hand Movements Using Wavelet-CSP Algorithm.

Neethu Robinson, A. Prasad Vinod, Kai Keng Ang, Keng Peng Tee, Cuntai Guan

IEEE Trans. Biomed. Eng., 2013

Hand Movement Trajectory Reconstruction from EEG for Brain-Computer Interface Systems.

Neethu Robinson, A. Prasad Vinod, Cuntai Guan

Proceedings of the IEEE International Conference on Systems, 2013

2012

A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces.

Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Differences in hemodynamic activations between motor imagery and upper limb FES with NIRS.

Markus Schürholz, Mohit Rana, Neethu Robinson, Ander Ramos-Murguialday, Woosang Cho, Martin Rohm, Rüdiger Rupp, Niels Birbaumer, Ranganatha Sitaram

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

A Wavelet-CSP method to classify hand movement directions in EEG based BCI system.

Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee

Proceedings of the 8th International Conference on Information, 2011