Shirin Dora

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 25

Top Topics

Predictive Coding

Pattern Classification Problems

Margin Maximization

Learning Algorithm

Top Venues

Multim. Tools Appl.

IEEE Trans. Cybern.

Publications

Sourav Mishra, Shirin Dora, Suresh Sundaram
Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA). CoRR (2024)
Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoLLAs (2023)
Om Dev Singh, Shailender Gupta, Shirin Dora
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine. Multim. Tools Appl. 82 (21) (2023)
Mohammed Thousif, Shridhar Velhal, Suresh Sundaram, Shirin Dora
A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem. CoRR (2023)
Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram, Qinggang Meng
Learning to Classify Faster Using Spiking Neural Networks. IJCNN (2023)
Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction. CoRR (2023)
Kaniska Samanta, Sujit Roy, Véronique Marchand-Pauvert, Shirin Dora, Stéphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. SMC (2023)
Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoRR (2023)
Linglin Jing, Yifan Wang, Tailin Chen, Shirin Dora, Zhigang Ji, Hui Fang
Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors. BMVC (2022)
Yu Zhang, Shirin Dora, Miguel Martínez-García, Saugat Bhattacharyaand
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. AIM (2022)
Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle
Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. IJCNN (2022)
Shirin Dora, Sander M. Bohté, Cyriel M. A. Pennartz
Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. Frontiers Comput. Neurosci. 15 (2021)
Reema Ganotra, Shirin Dora, Shailender Gupta
Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI 8 (2021)
Om Dev Singh, Anjali Malik, Vishakha Yadav, Shailender Gupta, Shirin Dora
Deep Segmenter system for recognition of micro cracks in solar cell. Multim. Tools Appl. 80 (5) (2021)
Chandan Kumar Behera, Joan Condell, Shirin Dora, David S. Gibson, Gerard Leavey
State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review. Sensors 21 (14) (2021)
Shirin Dora, Nikola K. Kasabov
Spiking Neural Networks for Computational Intelligence: An Overview. Big Data Cogn. Comput. 5 (4) (2021)
Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle
DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN (2021)
Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. IJCNN (2020)
Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram
Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. IJCNN (2020)
Oliver Struckmeier, Kshitij Tiwari, Shirin Dora, Martin J. Pearson, Sander M. Bohté, Cyriel M. A. Pennartz, Ville Kyrki
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. CoRR (2019)
Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. IEEE Trans. Cybern. 49 (3) (2019)
Shirin Dora, Cyriel M. A. Pennartz, Sander M. Bohté
A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. ICANN (3) (2018)
Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
Online Meta-neuron based Learning Algorithm for a spiking neural classifier. Inf. Sci. 414 (2017)
Shirin Dora, K. Subramanian, Suresh Sundaram, N. Sundararajan
Development of a Self-Regulating Evolving Spiking Neural Network for classification problem. Neurocomputing 171 (2016)
Shirin Dora, Suresh Sundaram, N. Sundararajan
A sequential learning algorithm for a spiking neural classifier. Appl. Soft Comput. 36 (2015)
Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. IJCNN (2015)
Shirin Dora, Badrinarayanan Rangarajan, K. Subramanian, Suresh Sundaram
Automatic seizure detection in multichannel EEG using McCIT2FIS approach. FUZZ-IEEE (2015)
Shirin Dora, Suresh Sundaram, N. Sundararajan
A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. IJCNN (2014)
Shirin Dora, Ramaswamy Savitha, Suresh Sundaram
A basis coupled evolving spiking neural network with afferent input neurons. IJCNN (2013)