A basis coupled evolving spiking neural network with afferent input neurons. - Shirin Dora; Ramaswamy Savitha; Suresh Sundaram 002 (IJCNN, 2013)

A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. - Shirin Dora; Suresh Sundaram 002; N. Sundararajan 001 (IJCNN, 2014)

Automatic seizure detection in multichannel EEG using McCIT2FIS approach. - Shirin Dora; Badrinarayanan Rangarajan; K. Subramanian 001; Suresh Sundaram 002 (FUZZ-IEEE, 2015)

A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (IJCNN, 2015)

A sequential learning algorithm for a spiking neural classifier. - Shirin Dora; Suresh Sundaram 002; N. Sundararajan 001 (Appl. Soft Comput., 2015)

Development of a Self-Regulating Evolving Spiking Neural Network for classification problem. - Shirin Dora; K. Subramanian 001; Suresh Sundaram 002; N. Sundararajan 001 (Neurocomputing, 2016)

Online Meta-neuron based Learning Algorithm for a spiking neural classifier. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (Inf. Sci., 2017)

Evolving spiking neural networks for pattern classification problems - Shirin Dora (2017)

A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. - Shirin Dora; Cyriel M. A. Pennartz; Sander M. Bohté (ICANN (3), 2018)

MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. - Oliver Struckmeier; Kshitij Tiwari; Shirin Dora; Martin J. Pearson; Sander M. Bohté; Cyriel M. A. Pennartz; Ville Kyrki (CoRR, 2019)

An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. - Shirin Dora; Suresh Sundaram 002; Narasimhan Sundararajan (IEEE Trans. Cybern., 2019)

Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. - Pranav Machingal; Mohammed Thousif; Shirin Dora; Suresh Sundaram 002 (IJCNN, 2020)

MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. - Sujit Roy; Shirin Dora; Karl A. McCreadie; Girijesh Prasad (IJCNN, 2020)

DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. - Vahid Saranirad; T. M. McGinnity; Shirin Dora; Damien Coyle (IJCNN, 2021)

Spiking Neural Networks for Computational Intelligence: An Overview. - Shirin Dora; Nikola K. Kasabov (Big Data Cogn. Comput., 2021)

Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. - Shirin Dora; Sander M. Bohté; Cyriel M. A. Pennartz (Frontiers Comput. Neurosci., 2021)

Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. - Martin J. Pearson; Shirin Dora; Oliver Struckmeier; Thomas C. Knowles; Ben Mitchinson; Kshitij Tiwari; Ville Kyrki; Sander M. Bohté; Cyriel M. A. Pennartz (Frontiers Robotics AI, 2021)

Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization. - Reema Ganotra; Shirin Dora; Shailender Gupta (Int. J. Imaging Syst. Technol., 2021)

Deep Segmenter system for recognition of micro cracks in solar cell. - Om Dev Singh; Anjali Malik; Vishakha Yadav; Shailender Gupta; Shirin Dora (Multim. Tools Appl., 2021)

State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review. - Chandan Kumar Behera; Joan Condell; Shirin Dora; David S. Gibson; Gerard Leavey (Sensors, 2021)

Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. - Yu Zhang 001; Shirin Dora; Miguel Martínez-García; Saugat Bhattacharya (AIM, 2022)

Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors. - Linglin Jing; Yifan Wang 008; Tailin Chen; Shirin Dora; Zhigang Ji; Hui Fang 003 (BMVC, 2022)

Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. - Vahid Saranirad; Shirin Dora; T. M. McGinnity; Damien Coyle (IJCNN, 2022)

Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. - Saptarshi Nath; Christos Peridis; Eseoghene Ben-Iwhiwhu; Xinran Liu; Shirin Dora; Cong Liu; Soheil Kolouri; Andrea Soltoggio (CoLLAs, 2023)

Learning to Classify Faster Using Spiking Neural Networks. - Pranav Machingal; Mohammed Thousif; Shirin Dora; Suresh Sundaram 002; Qinggang Meng (IJCNN, 2023)

An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. - Kaniska Samanta; Sujit Roy; Véronique Marchand-Pauvert; Shirin Dora; Stéphanie Duguez; Muskaan Singh; Girijesh Prasad; Saugat Bhattacharyya (SMC, 2023)

A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem. - Mohammed Thousif; Shridhar Velhal; Suresh Sundaram 002; Shirin Dora (CoRR, 2023)

Segmentation technique for the detection of Micro cracks in solar cell using support vector machine. - Om Dev Singh; Shailender Gupta; Shirin Dora (Multim. Tools Appl., 2023)

Stacking Ensemble Machine Learning Modelling for Milk Yield Prediction Based on Biological Characteristics and Feeding Strategies. - Ruiming Xing; Baihua Li; Shirin Dora; Michael Whittaker; Janette Mathie (FedCSIS, 2024)

A Gaussian Mixture Synapse Model for Time Varying Weight Spiking Neural Classifier. - P. Md. Thousif; V. Sundaram Suresh; Shirin Dora (IJCNN, 2024)

Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks. - Sourav Mishra; Shirin Dora; Suresh Sundaram 002 (SMC, 2024)

Developing Variational Generative Models Using Predictive Coding. - Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora (UKCI, 2024)

Mitigating Cyber Threats from the Edge. - Toyin Sofoluwe; Shirin Dora; Iain W. Phillips; Fung Po Tso 001 (UKCI, 2024)

Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA). - Sourav Mishra; Shirin Dora; Suresh Sundaram 003 (CoRR, 2024)

Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks. - Dylan Adams; Magda Zajaczkowska; Ashiq Anjum; Andrea Soltoggio; Shirin Dora (CoRR, 2024)

Predictive coding with spiking neurons and feedforward gist signaling. - Kwangjun Lee; Shirin Dora; Jorge F. Mejías; Sander M. Bohté; Cyriel M. A. Pennartz (Frontiers Comput. Neurosci., 2024)

A joint autoencoder and classifier deep neural network for AD and MCI classification. - Reema Ganotra; Shailender Gupta; Shirin Dora (Int. J. Imaging Syst. Technol., 2024)

Deep predictive coding with bi-directional propagation for classification and reconstruction. - Senhui Qiu; Saugat Bhattacharyya; Damien Coyle; Shirin Dora (Neural Networks, 2025)

CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies. - Vahid Saranirad; Shirin Dora; Thomas Martin McGinnity; Damien Coyle (IEEE Trans. Neural Networks Learn. Syst., 2025)

Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts. - Saptarshi Nath; Christos Peridis; Eseoghene Ben-Iwhiwhu; Xinran Liu; Soheil Kolouri; Peter Kinnell; Zexin Li; Cong Liu; Shirin Dora; Andrea Soltoggio (CoRR, 2025)

Optimisation of pulse waveforms for qubit gates using deep learning. - Zachary Fillingham; Hossein Nevisi; Shirin Dora (Quantum Mach. Intell., 2025)