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Works (34)

Performance of Machine Learning Models for Predicting High-Severity Symptoms in Multiple Sclerosis

2023-02-10 | Preprint
DOI: 10.21203/rs.3.rs-2547289/v1
Contributors: Subhrajit Roy; Diana Mincu; Lev Proleev; Chintan Ghate; Jennifer Graves; David Steiner; Fletcher Hartsell; Katherine Heller
Source: check_circle
Crossref

Developing robust benchmarks for driving forward AI innovation in healthcare

Nature Machine Intelligence
2022-11-15 | Journal article
DOI: 10.1038/s42256-022-00559-4
Contributors: Diana Mincu; Subhrajit Roy
Source: check_circle
Crossref

Seizure detection using wearable sensors and machine learning: Setting a benchmark

Epilepsia
2021-08 | Journal article
DOI: 10.1111/epi.16967
Contributors: Jianbin Tang; Rima El Atrache; Shuang Yu; Umar Asif; Michele Jackson; Subhrajit Roy; Mahtab Mirmomeni; Sarah Cantley; Theodore Sheehan; Sarah Schubach et al.
Source: check_circle
Crossref

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

2019 | Book chapter
DOI: 10.1007/978-3-030-21642-9_8
Contributors: Subhrajit Roy; Isabell Kiral-Kornek; Stefan Harrer
Source: check_circle
Crossref

ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification

arXiv preprint arXiv:1802.00308
2018 | Journal article
Source: Self-asserted source
Subhrajit Roy

Spiking Neural Classifier with Lumped Dendritic Nonlinearity and Binary Synapses: A Current Mode VLSI Implementation and Analysis

Neural computation
2018 | Journal article
Source: Self-asserted source
Subhrajit Roy

Epileptic seizure prediction using big data and deep learning: toward a mobile system

EBioMedicine
2017 | Journal article
Source: Self-asserted source
Subhrajit Roy

A low-voltage, low power STDP synapse implementation using domain-wall magnets for spiking neural networks

2016 IEEE International Symposium on Circuits and Systems (ISCAS)
2016 | Conference paper
Source: Self-asserted source
Subhrajit Roy

An Online Structural Plasticity Rule for Generating Better Reservoirs

Neural Computation, MIT Press
2016 | Journal article
Source: Self-asserted source
Subhrajit Roy

Learning spike time codes through supervised and unsupervised structural plasticity

2016 | Dissertation or Thesis
Source: Self-asserted source
Subhrajit Roy

Online unsupervised structural plasticity algorithm for multi-layer Winner-Take-All with binary synapses

Integrated Circuits (ISIC), 2016 International Symposium on
2016 | Conference paper
Source: Self-asserted source
Subhrajit Roy

A Current-Mode Spiking Neural Classifier with Lumped Dendritic Nonlinearity

2015 IEEE International Symposium on Circuits and Systems (ISCAS)
2015 | Conference paper
Source: Self-asserted source
Subhrajit Roy

An Online Unsupervised Structural Plasticity Algorithm for Spiking Neural Networks

IEEE Transactions on Neural Networks and Learning Systems
2015 | Journal article
Source: Self-asserted source
Subhrajit Roy

Learning Spike Time Codes Through Morphological Learning With Binary Synapses

IEEE Transactions on Neural Networks and Learning Systems
2015 | Journal article
Source: Self-asserted source
Subhrajit Roy

Architectural exploration for on-chip, online learning in spiking neural networks

International Symposium on Integrated Circuits (ISIC) 2014
2014 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Liquid State Machine With Dendritically Enhanced Readout for Low-Power, Neuromorphic VLSI Implementations

2014 | Journal article
Source: Self-asserted source
Subhrajit Roy

A Modified Differential Evolution for Symbol Detection in MIMO-OFDM System

International Conference on Swarm, Evolutionary, and Memetic Computing
2013 | Conference paper
Source: Self-asserted source
Subhrajit Roy

A simulated weed colony system with subregional differential evolution for multimodal optimization

Engineering Optimization
2013 | Journal article
Source: Self-asserted source
Subhrajit Roy

Hardware efficient, neuromorphic dendritically enhanced readout for liquid state machines

Biomedical Circuits and Systems Conference (BioCAS), 2013 IEEE
2013 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Multimodal optimization by artificial weed colonies enhanced with localized group search optimizers

Applied Soft Computing
2013 | Journal article
Source: Self-asserted source
Subhrajit Roy

A differential covariance matrix adaptation evolutionary algorithm for real parameter optimization

Information Sciences
2012 | Journal article
Source: Self-asserted source
Subhrajit Roy

A multi-objective evolutionary approach for linear antenna array design and synthesis

Evolutionary Computation (CEC), 2012 IEEE Congress on
2012 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Adaptive IIR system identification using JADE

World Automation Congress (WAC), 2012
2012 | Conference paper
Source: Self-asserted source
Subhrajit Roy

An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)
2012 | Journal article
Source: Self-asserted source
Subhrajit Roy

A differential covariance matrix adaptation evolutionary algorithm for global optimization

Differential Evolution (SDE), 2011 IEEE Symposium on
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

A modified differential evolution for autonomous deployment and localization of sensor nodes

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

A Modified Discrete Differential Evolution based TDMA scheduling scheme for many to one communications in wireless sensor networks

Evolutionary Computation (CEC), 2011 IEEE Congress on
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

An improved differential evolution for autonomous deployment and localization of sensor nodes

Progress In Electromagnetics Research
2011 | Journal article
Source: Self-asserted source
Subhrajit Roy

Design of two channel quadrature mirror filter bank: a multi-objective approach

International Conference on Swarm, Evolutionary, and Memetic Computing
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Non-uniform circular-shaped antenna array design and synthesis-a multi-objective approach

International Conference on Swarm, Evolutionary, and Memetic Computing
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Peak-to-average power ratio reduction in OFDM systems using an adaptive differential evolution algorithm

Evolutionary Computation (CEC), 2011 IEEE Congress on
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Synthesis and design of thinned planar concentric circular antenna array-a multi-objective approach

International Conference on Swarm, Evolutionary, and Memetic Computing
2011 | Conference paper
Source: Self-asserted source
Subhrajit Roy

Adaptive Differential Evolution with p-Best Crossover for Continuous Global Optimization

International Conference on Swarm, Evolutionary, and Memetic Computing
2010 | Conference paper
Source: Self-asserted source
Subhrajit Roy

On-chip Machine Learner for Spike Sorting in Implantable Brain Machine Interfaces (BMI)

Journal article
Source: Self-asserted source
Subhrajit Roy
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