Subhrajit Roy
Subhrajit Roy
Verified email at google.com
Title
Cited by
Cited by
Year
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
5472011
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
1352018
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
872012
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
492013
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
422019
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
422014
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks
S Roy, A Basu
IEEE Transactions on Neural Networks and Learning Systems, 2015
292015
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
212018
An Online Structural Plasticity Rule for Generating Better Reservoirs
A Basu, S Roy
Neural Computation, MIT Press, 2016
182016
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
162015
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
162013
Machine Learning for Seizure Type Classification: Setting the benchmark
S Roy, U Asif, J Tang, S Harrer
arXiv:1902.01012, 2019
152019
A Current-Mode Spiking Neural Classifier with Lumped Dendritic Nonlinearity
A Banerjee, S Kar, S Roy, A Bhaduri, Aritra and Basu
2015 IEEE International Symposium on Circuits and Systems (ISCAS), 714 - 717, 2015
132015
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
132012
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
122013
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
112011
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
102019
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
82020
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
82020
A Modified Discrete Differential Evolution based TDMA scheduling scheme for many to one communications in wireless sensor networks
SM Islam, S Ghosh, S Das, A Abraham, S Roy
2011 IEEE Congress of Evolutionary Computation (CEC), 1950-1957, 2011
82011
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