G. Pradeep Kumar

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Automated Classification

Functional Connectivity

Linear Discriminant

Top Venues

IEEE Trans. Instrum. Meas.

Publications

G. Pradeep Kumar, Rajanikant Panda, Kanishka Sharma, A. Adarsh, Jitka Annen, Charlotte Martial, Marie Élisabeth Faymonville, Steven Laureys, Corine Sombrun, Ramakrishnan Angarai Ganesan, Audrey Vanhaudenhuyse, Olivia Gosseries
Changes in high-order interaction measures of synergy and redundancy during non-ordinary states of consciousness induced by meditation, hypnosis, and auto-induced cognitive trance. NeuroImage 293 (2024)
Sayantika Mandal, G. Pradeep Kumar, Manali Saini, Udit Satija, Yogesh Kumar
A Unified Deep Learning Framework for Smartphone-Enabled ADHD Detection. IEEE Trans. Instrum. Meas. 73 (2024)
A. S. Anusha, A. G. Ramakrishnan, A. Adarsh, Kanishka Sharma, G. Pradeep Kumar
Effects of Breathing and Breath-hold on Brain Functional Connectivity. MeMeA (2022)
G. Pradeep Kumar, Utsav Dutta, Kanishka Sharma, Ramakrishnan Angarai Ganesan
Functional Connectivity Methods for EEG-based Biometrics on a Large, Heterogeneous Dataset. CoRR (2022)
G. Pradeep Kumar, Utsav Dutta, Kanishka Sharma, Ramakrishnan Angarai Ganesan
EEG-based biometrics: phase-locking value from gamma band performs well across heterogeneous datasets. BIOSIG (2022)
Jerrin Thomas Panachakel, G. Pradeep Kumar, A. G. Ramakrishnan, Kanishka Sharma
Automated classification of EEG into meditation and non-meditation epochs using common spatial pattern, linear discriminant analysis, and LSTM. TENCON (2021)
G. Pradeep Kumar, Kanishka Sharma, A. G. Ramakrishnan, A. Adarsh
Increased Entropy of Gamma Oscillations in the Frontal Region during Meditation. EMBC (2021)