A transfer learning approach for predicting Alzheimer's disease SS Rajeswari, M Nair 2021 4th Biennial International Conference on Nascent Technologies in …, 2021 | 15 | 2021 |
Parameter optimization and nonlinear fitting for computational models in neuroscience on GPGPUs M Nair, K Subramanyan, B Nair, S Diwakar 2014 International Conference on High Performance Computing and Applications …, 2014 | 10 | 2014 |
Predicting Autonomic Dysfunction in Anxiety Disorder from ECG and Respiratory Signals Using Machine Learning Models. AS George, AV Kurup, P Balachandran, M Nair, S Gopinath, A Kumar, ... International Journal of Online & Biomedical Engineering 17 (7), 2021 | 7 | 2021 |
Speech Emotion Recognition Using Machine Learning Techniques S Sasidharan Rajeswari, G Gopakumar, M Nair Congress on Intelligent Systems: Proceedings of CIS 2020, Volume 2, 169-178, 2021 | 7 | 2021 |
Experimental recording and computational analysis of EEG signals for a squeeze task: assessments and impacts for applications M Krishnan, L Edison, R Radhamani, N Nizar, D Kumar, M Nair, B Nair, ... 2018 International Conference on Advances in Computing, Communications and …, 2018 | 5 | 2018 |
Efficient simulations of spiking neurons on parallel and distributed platforms: Towards large-scale modeling in computational neuroscience M Nair, S Surya, RS Kumar, B Nair, S Diwakar 2015 IEEE Recent Advances in Intelligent Computational Systems (RAICS), 262-267, 2015 | 5 | 2015 |
Computational modeling of convergent mechanisms in Alzheimer’s and Parkinson’s disease with insulin signaling using biochemical systems theory H Sasidharakurup, N Nalarajan, M Nair, S Mubarak, A Koranath, ... Procedia Computer Science 171, 1598-1605, 2020 | 4 | 2020 |
Computational reconstruction of fMRI-BOLD from neural activity C Nutakki, A Nair, C Medini, M Nair, B Nair, S Diwakar 2016 International conference on advances in computing, communications and …, 2016 | 4 | 2016 |
GPGPU implementation of a spiking neuronal circuit performing sparse recoding M Nair, B Nair, S Diwakar Computational Intelligence Methods for Bioinformatics and Biostatistics …, 2015 | 4 | 2015 |
Design and implementation of an open-source browser-based laboratory platform for eeg data analysis NP Ramachandran, RR Kurup, J Alphonse, P Chellaiah, M Nair, B Nair, ... 2018 International Conference on Advances in Computing, Communications and …, 2018 | 3 | 2018 |
Prediction of Parkinson’s disease from Voice Signals Using Machine Learning SS Rajeswari, M Nair Journal of Pharmaceutical Negative Results, 2031-2035, 2022 | 2 | 2022 |
Computational neuroscience of timing, plasticity and function in cerebellum microcircuits S Diwakar, C Medini, M Nair, H Parasuram, A Vijayan, B Nair Computational Neurology and Psychiatry, 343-371, 2017 | 2 | 2017 |
Modeling basal ganglia microcircuits using spiking neurons C Medini, A Thekkekuriyadi, S Thayyilekandi, M Nair, B Nair, S Diwakar 2016 International Conference on Advances in Computing, Communications and …, 2016 | 2 | 2016 |
Information processing via post-synaptic EPSP-spike complex and model-based predictions of induced changes during plasticity in cerebellar granular neuron M Nair, N Melethadathil, B Nair, S Diwakar Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in …, 2010 | 2 | 2010 |
Recognizing significant Motifs of corona virus spike Proteins using computational approaches M Nair, PR Anusree, A Babu 2021 2nd Global Conference for Advancement in Technology (GCAT), 1-6, 2021 | 1 | 2021 |
Data Driven Methods for Finding Pattern Anomalies in Food Safety S Anantha Krishna, A Soman, M Nair Machine Learning and Metaheuristics Algorithms, and Applications: Second …, 2021 | 1 | 2021 |
Temporal constrained objects for modelling neuronal dynamics M Nair, JM Kannimoola, B Jayaraman, B Nair, S Diwakar PeerJ Computer Science 4, e159, 2018 | 1 | 2018 |
Information theoretic visualization of spiking neural networks M Nair, AP Suresh, A Manoharan, B Nair, S Diwakar 2017 International Conference on Advances in Computing, Communications and …, 2017 | 1 | 2017 |
GPGPU implementation of information theoretic algorithms for the analysis of granular layer neurons M Nair, P Madhu, V Mohan, AG Rajendran, B Nair, S Diwakar 2015 International Conference on Computing and Network Communications …, 2015 | 1 | 2015 |
Improving the accuracy of epileptogenic zone localization in stereo EEG with machine learning algorithms B Jose, S Gopinath, AV Kurup, M Nair, A Pillai, A Kumar, H Parasuram Brain Research 1820, 148546, 2023 | | 2023 |