Shirin Dora

Orcid: 0000-0001-6182-4124

According to our database1, Shirin Dora authored at least 30 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA).
CoRR, 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

Learning to Classify Faster Using Spiking Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks.
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

Deep Segmenter system for recognition of micro cracks in solar cell.
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

Spiking Neural Networks for Computational Intelligence: An Overview.
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
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals.
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
Evolving spiking neural networks for pattern classification problems
PhD thesis, 2017

Online Meta-neuron based Learning Algorithm for a spiking neural classifier.
Inf. Sci., 2017

2016
Development of a Self-Regulating Evolving Spiking Neural Network for classification problem.
Neurocomputing, 2016

2015
A sequential learning algorithm for a spiking neural classifier.
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

Automatic seizure detection in multichannel EEG using McCIT2FIS approach.
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
A basis coupled evolving spiking neural network with afferent input neurons.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013


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