Shirin Dora - RankMe

48 papers A* 1A 1B 12C 1Journal 27Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Generalizable Decentralized Sequential Assignment Learning Spiking Neural Network for a Perimeter Defense Problem. IEEE Trans. Aerosp. Electron. Syst. Mohammed Thousif, Shridhar Velhal, Suresh Sundaram, Shirin Dora, Narasimhan Sundararajan
2026	J	`jnl`	Continual learning with a predictive coding based classifier. Appl. Soft Comput. Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
2026	A*	`conf`	Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems. AAAI Saptarshi Nath, Christos Peridis, Eseoghene Benjamin, Xinran Liu, Soheil Kolouri, Peter Kinnell, Zexin Li, Cong Liu, Shirin Dora, Andrea Soltoggio
2025	J	`jnl`	CDNA-SNN: A New Spiking Neural Network for Pattern Classification Using Neuronal Assemblies. IEEE Trans. Neural Networks Learn. Syst. Vahid Saranirad, Shirin Dora, Thomas Martin McGinnity, Damien Coyle
2025	J	`jnl`	Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts. CoRR Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Soheil Kolouri, Peter Kinnell, Zexin Li, Cong Liu, Shirin Dora, Andrea Soltoggio
2025	J	`jnl`	Deep predictive coding with bi-directional propagation for classification and reconstruction. Neural Networks Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
2025	J	`jnl`	Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making. PLoS Comput. Biol. Thomas S. Wierda, Shirin Dora, Cyriel M. A. Pennartz, Jorge F. Mejías
2025	J	`jnl`	Engineering-Oriented Explainable Machine Learning and Digital Twin Framework for Sustainable Dairy Production and Environmental Impact Optimisation. Algorithms Ruiming Xing, Baihua Li, Shirin Dora, Michael Whittaker, Janette Mathie
2025	J	`jnl`	Optimisation of pulse waveforms for qubit gates using deep learning. Quantum Mach. Intell. Zachary Fillingham, Hossein Nevisi, Shirin Dora
2024	B	`conf`	A Gaussian Mixture Synapse Model for Time Varying Weight Spiking Neural Classifier. IJCNN P. Md. Thousif, V. Sundaram Suresh, Shirin Dora
2024	J	`jnl`	A joint autoencoder and classifier deep neural network for AD and MCI classification. Int. J. Imaging Syst. Technol. Reema Ganotra, Shailender Gupta, Shirin Dora
2024	—	`conf`	Developing Variational Generative Models Using Predictive Coding. UKCI Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
2024	B	`conf`	Improved Imbalance Resilience in Continual Multi-Label Classification with Adaptive Margin Spiking Neural Networks. SMC Sourav Mishra, Shirin Dora, Suresh Sundaram
2024	—	`conf`	Mitigating Cyber Threats from the Edge. UKCI Toyin Sofoluwe, Shirin Dora, Iain Phillips, Fung Po Tso
2024	J	`jnl`	Predictive coding with spiking neurons and feedforward gist signaling. Frontiers Comput. Neurosci. Kwangjun Lee, Shirin Dora, Jorge F. Mejías, Sander M. Bohté, Cyriel M. A. Pennartz
2024	C	`conf`	Stacking Ensemble Machine Learning Modelling for Milk Yield Prediction Based on Biological Characteristics and Feeding Strategies. FedCSIS Ruiming Xing, Baihua Li, Shirin Dora, Michael Whittaker, Janette Mathie
2024	J	`jnl`	Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks. CoRR Dylan Adams, Magda Zajaczkowska, Ashiq Anjum, Andrea Soltoggio, Shirin Dora
2024	J	`jnl`	Towards Improved Imbalance Robustness in Continual Multi-Label Learning with Dual Output Spiking Architecture (DOSA). CoRR Sourav Mishra, Shirin Dora, Suresh Sundaram
2023	J	`jnl`	A Decentralized Spike-based Learning Framework for Sequential Capture in Discrete Perimeter Defense Problem. CoRR Mohammed Thousif, Shridhar Velhal, Suresh Sundaram, Shirin Dora
2023	B	`conf`	An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. SMC Kaniska Samanta, Sujit Roy, Véronique Marchand-Pauvert, Shirin Dora, Stéphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya
2023	J	`jnl`	Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction. CoRR Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora
2023	B	`conf`	Learning to Classify Faster Using Spiking Neural Networks. IJCNN Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram, Qinggang Meng
2023	J	`jnl`	Segmentation technique for the detection of Micro cracks in solar cell using support vector machine. Multim. Tools Appl. Om Dev Singh, Shailender Gupta, Shirin Dora
2023	—	`conf`	Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoLLAs Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio
2023	J	`jnl`	Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. CoRR Saptarshi Nath, Christos Peridis, Eseoghene Ben-Iwhiwhu, Xinran Liu, Shirin Dora, Cong Liu, Soheil Kolouri, Andrea Soltoggio
2022	B	`conf`	Assembly-based STDP: A New Learning Rule for Spiking Neural Networks Inspired by Biological Assemblies. IJCNN Vahid Saranirad, Shirin Dora, T. M. McGinnity, Damien Coyle
2022	—	`conf`	Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. AIM Yu Zhang, Shirin Dora, Miguel Martínez-García, Saugat Bhattacharya
2022	A	`conf`	Towards a more efficient few-shot learning-based human gesture recognition via dynamic vision sensors. BMVC Linglin Jing, Yifan Wang, Tailin Chen, Shirin Dora, Zhigang Ji, Hui Fang
2021	J	`jnl`	Deep Gated Hebbian Predictive Coding Accounts for Emergence of Complex Neural Response Properties Along the Visual Cortical Hierarchy. Frontiers Comput. Neurosci. Shirin Dora, Sander M. Bohté, Cyriel M. A. Pennartz
2021	J	`jnl`	Deep Segmenter system for recognition of micro cracks in solar cell. Multim. Tools Appl. Om Dev Singh, Anjali Malik, Vishakha Yadav, Shailender Gupta, Shirin Dora
2021	B	`conf`	DoB-SNN: A New Neuron Assembly-Inspired Spiking Neural Network for Pattern Classification. IJCNN Vahid Saranirad, T. M. McGinnity, Shirin Dora, Damien Coyle
2021	J	`jnl`	Identifying brain regions contributing to Alzheimer's disease using self regulating particle swarm optimization. Int. J. Imaging Syst. Technol. Reema Ganotra, Shirin Dora, Shailender Gupta
2021	J	`jnl`	Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz
2021	J	`jnl`	Spiking Neural Networks for Computational Intelligence: An Overview. Big Data Cogn. Comput. Shirin Dora, Nikola K. Kasabov
2021	J	`jnl`	State-of-the-Art Sensors for Remote Care of People with Dementia during a Pandemic: A Systematic Review. Sensors Chandan Kumar Behera, Joan Condell, Shirin Dora, David S. Gibson, Gerard Leavey
2020	B	`conf`	MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. IJCNN Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad
2020	B	`conf`	Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier. IJCNN Pranav Machingal, Mohammed Thousif, Shirin Dora, Suresh Sundaram
2019	J	`jnl`	An Interclass Margin Maximization Learning Algorithm for Evolving Spiking Neural Network. IEEE Trans. Cybern. Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
2019	J	`jnl`	MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. CoRR Oliver Struckmeier, Kshitij Tiwari, Shirin Dora, Martin J. Pearson, Sander M. Bohté, Cyriel M. A. Pennartz, Ville Kyrki
2018	—	`conf`	A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. ICANN (3) Shirin Dora, Cyriel M. A. Pennartz, Sander M. Bohté
2017	—	`—`	Evolving spiking neural networks for pattern classification problems Shirin Dora
2017	J	`jnl`	Online Meta-neuron based Learning Algorithm for a spiking neural classifier. Inf. Sci. Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
2016	J	`jnl`	Development of a Self-Regulating Evolving Spiking Neural Network for classification problem. Neurocomputing Shirin Dora, K. Subramanian, Suresh Sundaram, N. Sundararajan
2015	J	`jnl`	A sequential learning algorithm for a spiking neural classifier. Appl. Soft Comput. Shirin Dora, Suresh Sundaram, N. Sundararajan
2015	B	`conf`	A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems. IJCNN Shirin Dora, Suresh Sundaram, Narasimhan Sundararajan
2015	B	`conf`	Automatic seizure detection in multichannel EEG using McCIT2FIS approach. FUZZ-IEEE Shirin Dora, Badrinarayanan Rangarajan, K. Subramanian, Suresh Sundaram
2014	B	`conf`	A sequential learning algorithm for a Minimal Spiking Neural Network (MSNN) classifier. IJCNN Shirin Dora, Suresh Sundaram, N. Sundararajan
2013	B	`conf`	A basis coupled evolving spiking neural network with afferent input neurons. IJCNN Shirin Dora, Ramaswamy Savitha, Suresh Sundaram