Shirin Dora
Orcid: 0000-0001-6182-4124
According to our database1,
Shirin Dora
authored at least 33 papers
between 2013 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Frontiers Comput. Neurosci., 2024
Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks.
CoRR, 2024
Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA).
CoRR, 2024
Proceedings of the International Joint Conference on Neural Networks, 2024
2023
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine.
Multim. Tools Appl., September, 2023
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction.
CoRR, 2023
A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem.
CoRR, 2023
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
2022
Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies.
Proceedings of the International Joint Conference on Neural Networks, 2022
Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022
2021
State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review.
Sensors, 2021
Multim. Tools Appl., 2021
Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization.
Int. J. Imaging Syst. Technol., 2021
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding.
Frontiers Robotics AI, 2021
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy.
Frontiers Comput. Neurosci., 2021
Big Data Cogn. Comput., 2021
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network.
IEEE Trans. Cybern., 2019
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations.
CoRR, 2019
2018
A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
2017
PhD thesis, 2017
Inf. Sci., 2017
2016
Development of a Self-Regulating Evolving Spiking Neural Network for classification problem.
Neurocomputing, 2016
2015
Appl. Soft Comput., 2015
A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013