Tharun Kumar Reddy

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Brain Computer Interface

Learning Scheme

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Publications

Srikireddy Dhanunjay Reddy, Tharun Kumar Reddy
GM-VRC: Semantic Topological Data Ensemble Approach for EEG Signal Classification. ICASSP (2024)
Srikireddy Dhanunjay Reddy, Tharun Kumar Reddy, Hiroshi Higashi
Chromatic Alpha Complex Generation for EEG Signal Classification. NCC (2024)
Swati Singh, Vinay Gupta, Tharun Kumar Reddy, Laxmidhar Behera, Suvendu Samanta
Meditative State Classification Using Neuronal Multi-IMF Band Power and Complexity Features. NCC (2023)
Tharun Kumar Reddy, Vipul Arora, Vinay Gupta, Rupam Biswas, Laxmidhar Behera
EEG-Based Drowsiness Detection With Fuzzy Independent Phase-Locking Value Representations Using Lagrangian-Based Deep Neural Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Vinay Gupta, Jayasandhya Meenakshinathan, Tharun Kumar Reddy, Laxmidhar Behera
Performance study of Neural Structured Learning using Riemannian Features for BCI Classification. NCC (2022)
Swati Singh, Vinay Gupta, Tharun Kumar Reddy, Braj Bhushan, Laxmidhar Behera
Meditation and Cognitive Enhancement: A Machine Learning Based Classification Using EEG. SMC (2022)
Vartika Gupta, Tushar P. Kendre, Tharun Kumar Reddy, Vipul Arora
Comparative Performance Analysis of Scalp EEG and Ear EEG based P300 Ambulatory Brain-Computer Interfaces using Riemannian Geometry and Convolutional Neural Networks. NCC (2022)
Tharun Kumar Reddy, Yu-Kai Wang, Chin-Teng Lin, Javier Andreu-Perez
Joint Approximate Diagonalization Divergence Based Scheme for EEG Drowsiness Detection Brain Computer Interfaces. FUZZ-IEEE (2021)
Satyam Kumar, Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera
Formulating Divergence Framework for Multiclass Motor Imagery EEG Brain Computer Interface. ICASSP (2020)
Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Fuzzy Divergence Based Analysis for Eeg Drowsiness Detection Brain Computer Interfaces. FUZZ-IEEE (2020)
Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera
HJB-Equation-Based Optimal Learning Scheme for Neural Networks With Applications in Brain-Computer Interface. IEEE Trans. Emerg. Top. Comput. Intell. 4 (2) (2020)
Tharun Kumar Reddy, Vipul Arora, Satyam Kumar, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Electroencephalogram Based Reaction Time Prediction With Differential Phase Synchrony Representations Using Co-Operative Multi-Task Deep Neural Networks. IEEE Trans. Emerg. Top. Comput. Intell. 3 (5) (2019)
Satyam Kumar, Tharun Kumar Reddy, Laxmidhar Behera
Divergence Framework for EEG based Multiclass Motor Imagery Brain Computer Interface. CoRR (2019)
Tharun Kumar Reddy, Vipul Arora, Laxmidhar Behera, Yu-Kai Wang, Chin-Teng Lin
Multiclass Fuzzy Time-Delay Common Spatio-Spectral Patterns With Fuzzy Information Theoretic Optimization for EEG-Based Regression Problems in Brain-Computer Interface (BCI). IEEE Trans. Fuzzy Syst. 27 (10) (2019)
Satyam Kumar, Tharun Kumar Reddy, Laxmidhar Behera
EEG Based Motor Imagery Classification Using Instantaneous Phase Difference Sequence. SMC (2018)
Vipul Arora, Laxmidhar Behera, Tharun Kumar Reddy, Ajay Pratap Yadav
HJB equation based learning scheme for neural networks. IJCNN (2017)
Tharun Kumar Reddy, Laxmidhar Behera
Online Eye state recognition from EEG data using Deep architectures. SMC (2016)