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Pradeep Kumar G
Pradeep Kumar G
Postdoctoral Researcher at Centre for Brain Research, IISc
Dirección de correo verificada de cbr-iisc.ac.in - Página principal
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Classification of epileptic seizures using wavelet packet log energy and norm entropies with recurrent Elman neural network classifier
S Raghu, N Sriraam, KG Pradeep
Cognitive neurodynamics 11 (1), 51-66, 2017
892017
A novel approach for real-time recognition of epileptic seizures using minimum variance modified fuzzy entropy
S Raghu, N Sriraam, KG Pradeep, AS Hegde
IEEE Transactions on Biomedical Engineering 65 (11), 2612-2621, 2018
652018
Effect of wavelet packet log energy entropy on electroencephalogram (EEG) signals
S Raghu, N Sriraam, KG Pradeep
International Journal of Biomedical and Clinical Engineering (IJBCE) 4 (1 …, 2015
222015
Design and Development of Gaussian Minimum Shift Keying (GMSK) Demodulator for Satellite Communication
KG Pradeep
Bonfring International Journal of Research in Communication Engineering 2 (2 …, 2012
142012
Increased entropy of gamma oscillations in the frontal region during meditation
GP Kumar, K Sharma, AG Ramakrishnan, A Adarsh
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
102021
Fuzzy entropy as a measure of EEG complexity during Rajayoga practice in long-term meditators
P Kumar, RA Ganesan, K Sharma
2020 IEEE 17th India Council International Conference (INDICON), 1-5, 2020
92020
Binary classification of meditative state from the resting state using EEG
JT Panachakel, PK Govindaiah, K Sharma, RA Ganesan
2021 IEEE 18th India Council International Conference (INDICON), 1-6, 2021
82021
Automated classification of EEG into meditation and non-meditation epochs using common spatial pattern, linear discriminant analysis, and LSTM
JT Panachakel, P Kumar, AG Ramakrishnan, K Sharma
TENCON 2021-2021 IEEE Region 10 Conference (TENCON), 215-218, 2021
82021
Characterization of meditation EEG based on consistency of covariance matrices over time
RA Ganesan, P Kumar, K Sharma
2020 IEEE 17th India Council International Conference (INDICON), 1-6, 2020
82020
Effects of breathing and breath-hold on brain functional connectivity
AS Anusha, AG Ramakrishnan, A Adarsh, K Sharma, GP Kumar
2022 IEEE International Symposium on Medical Measurements and Applications …, 2022
42022
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
P Kumar, R Panda, K Sharma, A Adarsh, J Annen, C Martial, ...
NeuroImage 293, 120623, 2024
32024
Anomaly in respiratory sinus arrhythmia – multiple heart rate variability cycles within each breathing cycle at low breath rates with breath holds
AG Ramakrishnan, A Adarsh, K Sharma, KG Pradeep
2020 IEEE International Conference on Electronics, Computing and …, 2020
32020
EEG-based biometrics: phase-locking value from gamma band performs well across heterogeneous datasets
GP Kumar, U Dutta, K Sharma, RA Ganesan
2022 International Conference of the Biometrics Special Interest Group …, 2022
22022
Removal artifacts and analysis of EEG signal using data driven parameters
P Jain, PK Govindaiah
Proc. IEEE TechSym Satellite Conference, 3-4, 2014
22014
Functional reorganization of the brain in distinct frequency bands during eyes-open meditation
GP Kumar, K Sharma, A Adarsh, A Manvi, G Ramajayam, ...
Consciousness and Cognition 116, 103590, 2023
12023
Subject-independent Classification of Meditative State from the Resting State using EEG
J Panachakel, P Kumar, AG Ramakrishnan
IEEE INDICON 2024, 2024
2024
Modulation of EEG by Slow-Symmetric Breathing incorporating Breath-Hold
P Kumar, A Adarsh, AG Ramakrishnan
IEEE Transactions on Biomedical Engineering (TBME), 2024
2024
Brain-scale Theta Band Functional Connectome As Signature of Slow Breathing and Breath-hold Phases
AS Anusha, P Kumar, AG Ramakrishnan
Computers in Biology and Medicine, 2024
2024
EEG biomarkers in Alzheimer’s and prodromal Alzheimer’s: a comprehensive analysis of spectral and connectivity features
CA Chetty, H Bhardwaj, GP Kumar, T Devanand, CSA Sekhar, T Aktürk, ...
Alzheimer's Research & Therapy 16 (1), 236, 2024
2024
Exploring Electrophysiological Responses to Hypnosis in Patients with Fibromyalgia
P Kumar Govindaiah, A Adarsh, R Panda, O Gosseries, N Malaise, ...
Brain Sciences 14 (11), 1047, 2024
2024
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