| 2026 | AAAI | Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems. | Saptarshi Nath, Christos Peridis, Eseoghene Benjamin, Xinran Liu, Soheil Kolouri, Peter Kinnell, Zexin Li, Cong Liu, Shirin Dora, Andrea Soltoggio |
| 2024 | FedCSIS | 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 |
| 2024 | IJCNN | A Gaussian Mixture Synapse Model for Time Varying Weight Spiking Neural Classifier. | P. Md. Thousif, V. Sundaram Suresh, Shirin Dora |
| 2024 | SMC | Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks. | Sourav Mishra, Shirin Dora, Suresh Sundaram |
| 2023 | IJCNN | Learning to Classify Faster Using Spiking Neural Networks. | Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram, Qinggang Meng |
| 2023 | SMC | An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. | Kaniska Samanta, Sujit Roy, Vronique Marchand-Pauvert, Shirin Dora, Stphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya |
| 2022 | BMVC | Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors. | Linglin Jing, Yifan Wang, Tailin Chen, Shirin Dora, Zhigang Ji, Hui Fang |
| 2022 | IJCNN | Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. | Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle |
| 2021 | IJCNN | DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. | Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle |
| 2020 | IJCNN | Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. | Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram |
| 2020 | IJCNN | MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. | Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad |
| 2018 | ICANN | A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. | Shirin Dora, Cyriel M. A. Pennartz, Sander M. Boht |
| 2015 | IJCNN | A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. | Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan |
| 2014 | IJCNN | A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. | Shirin Dora, Suresh Sundaram, N. Sundararajan |
| 2013 | IJCNN | A basis coupled evolving spiking neural network with afferent input neurons. | Shirin Dora, Ramaswamy Savitha, Suresh Sundaram |