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Shirin Dora
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Development of a self-regulating evolving spiking neural network for classification problem
S Dora, K Subramanian, S Suresh, N Sundararajan
Neurocomputing 171, 1216-1229, 2016
942016
Towards a unified view on pathways and functions of neural recurrent processing
CMA Pennartz, S Dora, L Muckli, JAM Lorteije
Trends in neurosciences 42 (9), 589-603, 2019
662019
An interclass margin maximization learning algorithm for evolving spiking neural network
S Dora, S Sundaram, N Sundararajan
IEEE transactions on cybernetics 49 (3), 989-999, 2018
352018
A two stage learning algorithm for a growing-pruning spiking neural network for pattern classification problems
S Dora, S Sundaram, N Sundararajan
2015 international joint conference on neural networks (IJCNN), 1-7, 2015
352015
Spiking neural networks for computational intelligence: an overview
S Dora, N Kasabov
Big Data and Cognitive Computing 5 (4), 67, 2021
262021
MIEEG-GAN: generating artificial motor imagery electroencephalography signals
S Roy, S Dora, K McCreadie, G Prasad
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
252020
State-of-the-art sensors for remote care of people with dementia during a pandemic: A systematic review
CK Behera, J Condell, S Dora, DS Gibson, G Leavey
Sensors 21 (14), 4688, 2021
212021
A sequential learning algorithm for a spiking neural classifier
S Dora, S Suresh, N Sundararajan
Applied Soft Computing 36, 255-268, 2015
202015
Multimodal representation learning for place recognition using deep Hebbian predictive coding
MJ Pearson, S Dora, O Struckmeier, TC Knowles, B Mitchinson, K Tiwari, ...
Frontiers in Robotics and AI 8, 732023, 2021
192021
Online meta-neuron based learning algorithm for a spiking neural classifier
S Dora, S Suresh, N Sundararajan
Information Sciences 414, 19-32, 2017
182017
A basis coupled evolving spiking neural network with afferent input neurons
D Shirin, R Savitha, S Suresh
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
172013
A deep predictive coding network for inferring hierarchical causes underlying sensory inputs
S Dora, C Pennartz, S Bohte
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018
152018
Deep gated Hebbian predictive coding accounts for emergence of complex neural response properties along the visual cortical hierarchy
S Dora, SM Bohte, CMA Pennartz
Frontiers in Computational Neuroscience 15, 666131, 2021
132021
A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier
S Dora, S Suresh, N Sundararajan
2014 International Joint Conference on Neural Networks (IJCNN), 2415-2421, 2014
122014
Self-regulated learning algorithm for distributed coding based spiking neural classifier
P Machingal, M Thousif, S Dora, S Sundaram
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
112020
Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization
R Ganotra, S Dora, S Gupta
International Journal of Imaging Systems and Technology, 2020
72020
A Deep Predictive Coding Network for Learning Latent Representations
S Dora, C Pennartz, S Bohte
biorxiv, 2018
62018
DOB-SNN: a new neuron assembly-inspired spiking neural network for pattern classification
V Saranirad, TM McGinnity, S Dora, D Coyle
2021 International Joint Conference on Neural Networks (IJCNN), 1-6, 2021
42021
Deep Segmenter system for recognition of micro cracks in solar cell
OD Singh, A Malik, V Yadav, S Gupta, S Dora
Multimedia Tools and Applications 80, 6509-6533, 2021
42021
Sharing lifelong reinforcement learning knowledge via modulating masks
S Nath, C Peridis, E Ben-Iwhiwhu, X Liu, S Dora, C Liu, S Kolouri, ...
Conference on Lifelong Learning Agents, 936-960, 2023
32023
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