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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
6632011
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
4192023
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
2672018
ChronoNet: A deep recurrent neural network for abnormal EEG identification
S Roy, I Kiral-Kornek, S Harrer
Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019
1712019
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
1032012
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
762020
Seizure detection using wearable sensors and machine learning: Setting a benchmark
J Tang, R El Atrache, S Yu, U Asif, M Jackson, S Roy, M Mirmomeni, ...
Epilepsia 62 (8), 1807-1819, 2021
682021
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
652018
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
592013
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
582014
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
562020
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
432020
An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks
S Roy, A Basu
IEEE Transactions on Neural Networks and Learning Systems, 2015
402015
Healthsheet: development of a transparency artifact for health datasets
N Rostamzadeh, D Mincu, S Roy, A Smart, L Wilcox, M Pushkarna, ...
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
372022
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications
J Schrouff, N Harris, O Koyejo, I Alabdulmohsin, E Schnider, ...
arXiv preprint arXiv:2202.01034, 2022
352022
Machine Learning for Seizure Type Classification: Setting the benchmark
S Roy, U Asif, J Tang, S Harrer
arXiv:1902.01012, 2019
352019
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings
J Schrouff, N Harris, S Koyejo, IM Alabdulmohsin, E Schnider, ...
Advances in Neural Information Processing Systems 35, 19304-19318, 2022
342022
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
272019
An Online Structural Plasticity Rule for Generating Better Reservoirs
A Basu, S Roy
Neural Computation, MIT Press, 2016
222016
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
202018
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Artikler 1–20