Shirin Dora
Tittel
Sitert av
Sitert av
År
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
502016
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
262019
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
222015
A sequential learning algorithm for a spiking neural classifier
S Dora, S Suresh, N Sundararajan
Applied Soft Computing 36, 255-268, 2015
182015
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
162018
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
142013
Online meta-neuron based learning algorithm for a spiking neural classifier
S Dora, S Suresh, N Sundararajan
Information Sciences 414, 19-32, 2017
102017
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
102014
A deep predictive coding network for inferring hierarchical causes underlying sensory inputs
S Dora, C Pennartz, S Bohte
International Conference on Artificial Neural Networks, 457-467, 2018
72018
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
62020
A Deep Predictive Coding Network for Learning Latent Representations
S Dora, C Pennartz, S Bohte
biorxiv, 2018
32018
MuPNet: Multi-modal predictive coding network for place recognition by unsupervised learning of joint visuo-tactile latent representations
O Struckmeier, K Tiwari, S Dora, MJ Pearson, SM Bohte, C Pennartz, ...
arXiv preprint arXiv:1909.07201, 2019
22019
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 (5), 6509-6533, 2021
12021
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
12021
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
12020
Automatic seizure detection in multichannel EEG using McCIT2FIS approach
S Dora, B Rangarajan, K Subramanian, S Suresh
2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2015
12015
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
2021
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy
S Dora, SM Bohte, C Pennartz
Frontiers in Computational Neuroscience, 65, 2021
2021
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
2020
Deep predictive coding accounts for emergence of complex neural response properties along the visual cortical hierarchy
S Dora, SM Bohte, CMA Pennartz
bioRxiv, 2020
2020
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Artikler 1–20