Publications

2023

Kasabov, Nikola; Basabdatta Sen Bhattacharya; Dharmik Patel; Naman Aggarwal; Bankar, Tanmay; AbouHassan, Iman, "Cognitive Audio-Visual Associative Memories using Brain-inspired Spiking Neural Networks with Case Studies on Moving Object Recognition", November 2023. (In review)
AbouHassan, Iman; Kasabov, Nikola; Bankar, Tanmay; Garg, Rishabh; Sen Bhattacharya, Basabdatta, "PAMeT-SNN: Predictive Associative Memory for Multiple Time Series based on Spiking Neural Networks with Case Studies in Economics and Finance", TechRxiv. Preprint. https://doi.org/10.36227/techrxiv.24063975.v1, August 2023.
Basabdatta Sen Bhattacharya, Vibhav Sinai Pissurlenkar, "Assistive Chatbots for healthcare: a succinct review Arxiv Preprint, https://doi.org/10.48550/arXiv.2308.04178 [link], August 2023.
Adithya, A., Sen Bhattacharya, B., & Hopkins, M. (September 2023). Robustness of Biologically-Inspired Filter-Based ConvNet to Signal Perturbation. In L. Iliadis, A. Papaleonidas, P. Angelov, & C. Jayne (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2023 (pp. 394–406). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-44204-9_33
Sasi, S., & Sen Bhattacharya, B. (September 2023). In Silico Study of Single Synapse Dynamics Using a Three-State Kinetic Model. In L. Iliadis, A. Papaleonidas, P. Angelov, & C. Jayne (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2023 (pp. 385–396). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-44210-0_31
Enuganti, P. K., & Sen Bhattacharya, B. (September 2023). Mixed-Mode Response of Nigral Dopaminergic Neurons: An in Silico Study on SpiNNaker. In L. Iliadis, A. Papaleonidas, P. Angelov, & C. Jayne (Eds.), Artificial Neural Networks and Machine Learning – ICANN 2023 (pp. 363–374). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-44192-9_2

2022

Enuganti Pavan Kumar, Basabdatta Sen Bhattacharya, Andrew Gait, Andrew Rowley, Christian Brenninkmeijer, Donal K. Fellows, Stephen B. Furber, "Instrumental conditioning with neuromodulated plasticity on SpiNNaker", Lecture Notes in Computer Science (LNCS), Proceedings of the 29th APPNS International Conference on Neural Information Processing (ICONIP) 2022, New Delhi, November 2022.
Famida N. Chowdhury, Basabdatta Sen Bhattacharya, Galia Marinova, Ella Magdalena Ciuperca, Hye-Kyung Cho, Ille C. Gebeshuber, Angela Faragasso, "Women in STEM: snapshots from a few Asian countries", (to appear in) Proceedings of the 21st IFAC Conference on Technology, Culture and International Stability (TECIS) 2022, Prishtina, Kosovo, October 2022.[doi] [S cienceDirect ] Open Access: Elsevier IFAC PapersOnLine Vol. 55, Issue 39, (2022) pp. 204–209
Swapna Sasi, Taher Yunus Lillywala, Basabdatta Sen Bhattacharya, "Optimising hyperparameters in a population neural network of the visual thalamocortical pathway", In: Proceedings of the IEEE International Joint Conference of Neural Networks, (IJCNN), Padova, Italy, July 2022. Scimago H-index 82
Swapna Sasi, Basabdatta Sen Bhattacharya, "In silico effects of synaptic connections in the visual thalamocortical pathway " , Frontiers in Medical Technology, March 2022. [doi] [link] DOAJ indexed
Basabdatta Sen Bhattacharya, Aiswarya Subramanian, Purbayan Chatterjee, Sounak Dey, "Spoken digits in Hindi and Indian English (HindIE)", Web Download Philadelphia: Linguistic Data Consortium (LDC), February 2022. [doi] [link]
Swapna Sasi, Basabdatta Sen Bhattacharya, "Phase Entrainment by Periodic Stimuli In Silico: A Quantitative Study", Neurocomputing vol 469, January 2022. [doi] [link] h-index 157

2021

Swapna Sasi, Basabdatta Sen Bhattacharya, "Study of the thalamocortical dynamics in the visual pathway using in silico model", Bernstein Conference 2021, Poster No. 29, 22nd September 2021 doi: 10.12751/nncn.bc2021.p029 [Abstract Link]

Rohan Deepak Ajwani, Arshika Lalan, Basabdatta Sen Bhattacharya, Joy Bose "Sparse Distributed Memory using Spiking Neural Networks on Nengo", Bernstein Conference 2021, Poster No. 132, 23rd September 2021, doi: 10.12751/nncn.bc2021.p132 [Abstract Link]

Fahmida N Chowdhury, Galia Marinova, Ella Ciuperca, Basabdatta Sen Bhattacharya, Mary Doyle-Kent, "The State of Play in Diversity and Inclusion in STEM – a Review of Empirical Evidence, Focusing on Gender", 20th IFAC Conference on Technology, Culture and International Stability (TECIS), 14-17th September 2021, IFAC PapersOnLine: Vol 54, Issue 13, pp 570-575, doi:10.1016/j.ifacol.2021.10.510 . [Open Access]
Pranav Mahajan, Advait Rane, Swapna Sasi, Basabdatta Sen Bhattacharya, "Quantifying Synchronization in a Biologically Inspired Neural Network", In Proceedings: International Joint Conference on Neural Networks (IJCNN), pp. 1-8, July 2021. [doi] Scimago H-index 82
Chinmay Chiplunkar, Nishant Gautam, Ishita Mediratta, Andrew Gait, Sujith Thomas, Andrew Rowley, Teresa Serrano Gotarredona, Basabdatta Sen Bhattacharya, "A Reduced-scale Cortical Network with Izhikevich's Neurons on SpiNNaker", In Proceedings: International Joint Conference on Neural Networks (IJCNN), pp. 1-8, July 2021. [doi] Scimago H-index 82
Basabdatta Sen Bhattacharya, Teresa Serrano Gotarredona, "On- and Off-centre Pathways in a Retino-Geniculate Spiking Neural Network on SpiNNaker", In Proceedings: 10th International IEEE/EMBS Conference on Neural Engineering (NER), pp 461-464, 5th May 2021.[doi] indexed by IEEE Xplore
Shriya TP Gupta, Pablo llinares Serrano, Basabdatta Sen Bhattacharya, Teresa Serrano Gottaredona, "Foveal-pit inspired filtering of DVS spike response", In Proceedings: 55th Annual Conference of Information Science and Systems (CISS 2021, IEEE/IT), 24th - 26th March 2021. pp. 1-6, Publisher: IEEE, doi:10.1109/CISS50987.2021.9400245 [link] IEEE Xplore
Basabdatta Sen Bhattacharya, "Book Review: Ranking: The unwritten rules of the social games we all play", Frontiers in Psychology , March 2021. 10.3389/fpsyg.2021.605886 [link] h-index 133
Mahak Kothari and Swapna Sasi and Jun Chen and Elham Zareian and Basabdatta Sen Bhattacharya, "Bayesian Optimisation for a Biologically Inspired Population Neural Network", arXiv:2104.05989 [q-bio.QM], eprint: 2104.05989, 2021.
2020
Petrut Bogdan, Robert James, Gabriel Fonseca Guerra, Garibaldi Pineda Garcia, Basabdatta Sen-Bhattacharya, "Applications --- Doing Stuff on the Machine", In: SpiNNaker: A Spiking Neural Network Architecture, (Eds.) Steve Furber, Petrut Bogdan, pp. 127-159, Boston-Delft: now publishers, March, 2020. 10.1561/9781680836530.ch5 [link]
Shriya T.P. Gupta, Basabdatta Sen Bhattacharya, "Implementing a foveal-pit inspired filter in a Spiking Convolutional Neural Network: a preliminary study", In Proceedings: International Joint Conference on Neural Networks (IJCNN), Glasgow, UK, pp. 1-8, IEEE, 2020. 10.1109/IJCNN48605.2020.9207612 [link]Scimago H-index 82
Sugam Budhraja, Basabdatta Sen Bhattacharya, Simon Durrant, Zohreh Doborjeh, Maryam Doborjeh, Nikola Kasabov, "Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study", In Proceedings: International Joint Conference on Neural Networks (IJCNN), pp. 1-8, IEEE, 2020. 10.1109/IJCNN48605.2020.9207369 [link]Scimago H-index 82
Pranav Mahajan, Advait P. Rane, Swapna Sasi, Basabdatta Sen Bhattacharya, "Phase Synchronisation in a thalamocortical neural mass model", In Proceedings: Bernstein Conference, pp. P175, Virtual Conference, October 2020. doi:10.12751/nncn.bc2020.0191 [link]
2019
Sarvesh S. Kakodkar, Basabdatta Sen Bhattacharya, "Experimenting with speech recognition on the SpiNNaker Machine: a work in progress", Poster Presentation at the Advances in Data Science Meet, Manchester, UK, May 2019. [link]

For earlier Publications (prior to joining BITS), see https://www.binnlabs-goa.in/publications/

BITS Pilani

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2020

2019

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