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Subhrajit Roy
Subhrajit Roy
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An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization
SM Islam, S Das, S Ghosh, S Roy, PN Suganthan
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
5872011
Epileptic seizure prediction using big data and deep learning: toward a mobile system
I Kiral-Kornek, S Roy, E Nurse, B Mashford, P Karoly, T Carroll, D Payne, ...
EBioMedicine 27, 103-111, 2018
1862018
A differential covariance matrix adaptation evolutionary algorithm for real parameter optimization
S Ghosh, S Das, S Roy, SK Minhazul Islam, PN Suganthan
Information Sciences 182 (1), 199-219, 2012
912012
ChronoNet: a deep recurrent neural network for abnormal EEG identification
S Roy, I Kiral-Kornek, S Harrer
Conference on Artificial Intelligence in Medicine in Europe, 47-56, 2019
792019
Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers
S Roy, SM Islam, S Das, S Ghosh
Applied Soft Computing 13 (1), 27-46, 2013
542013
Liquid State Machine With Dendritically Enhanced Readout for Low-Power, Neuromorphic VLSI Implementations
S Roy, A Banerjee, A Basu
IEEE Transactions on Biomedical Circuits and Systems, 2014
452014
Deep Learning Enabled Automatic Abnormal EEG Identification
S Roy, I Kiral-Kornek, S Harrer
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
362018
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks
S Roy, A Basu
IEEE Transactions on Neural Networks and Learning Systems, 2015
352015
SeizureNet: Multi-spectral deep feature learning for seizure type classification
U Asif, S Roy, J Tang, S Harrer
Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro …, 2020
272020
Machine Learning for Seizure Type Classification: Setting the benchmark
S Roy, U Asif, J Tang, S Harrer
arXiv:1902.01012, 2019
262019
Privacy preserving human fall detection using video data
U Asif, B Mashford, S Von Cavallar, S Yohanandan, S Roy, J Tang, ...
Machine Learning for Health Workshop, 39-51, 2020
242020
An Online Structural Plasticity Rule for Generating Better Reservoirs
A Basu, S Roy
Neural Computation, MIT Press, 2016
212016
Seizure type classification using EEG signals and machine learning: Setting a benchmark
S Roy, U Asif, J Tang, S Harrer
2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2020
182020
Learning Spike Time Codes Through Morphological Learning With Binary Synapses
S Roy, PP San, S Hussain, LW Wei, A Basu
IEEE Transactions on Neural Networks and Learning Systems, 2015
172015
SeizureNet: A Deep Convolutional Neural Network for Accurate Seizure Type Classification and Seizure Detection
U Asif, S Roy, J Tang, S Harrer
arXiv:1903.03232, 2019
162019
Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines
S Roy, A Basu, S Hussain
2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), 302-305, 2013
142013
A multi-objective evolutionary approach for linear antenna array design and synthesis
S Roy, SZ Martínez, CAC Coello, S Sengupta
2012 IEEE Congress on Evolutionary Computation, 1-8, 2012
142012
A differential covariance matrix adaptation evolutionary algorithm for global optimization
S Ghosh, S Roy, SM Islam, S Das, PN Suganthan
2011 IEEE symposium on differential evolution (SDE), 1-8, 2011
142011
A simulated weed colony system with subregional differential evolution for multimodal optimization
S Roy, SM Islam, S Das, S Ghosh, AV Vasilakos
Engineering Optimization 45 (4), 459-481, 2013
132013
Spiking Neural Classifier with Lumped Dendritic Nonlinearity and Binary Synapses: A Current Mode VLSI Implementation and Analysis
A Bhaduri, A Banerjee, S Roy, S Kar, A Basu
Neural computation 30 (3), 723-760, 2018
122018
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Artikelen 1–20