Dr. Manjusha Nair M
Dr. Manjusha Nair M
Department of Computer Science and Applications, Amrita Vishwa Vidyapeetham, Amritapuri, India
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A transfer learning approach for predicting Alzheimer's disease
SS Rajeswari, M Nair
2021 4th Biennial International Conference on Nascent Technologies in …, 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
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
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
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
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
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
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
GPGPU implementation of a spiking neuronal circuit performing sparse recoding
M Nair, B Nair, S Diwakar
Computational Intelligence Methods for Bioinformatics and Biostatistics …, 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
Prediction of Parkinson’s disease from Voice Signals Using Machine Learning
SS Rajeswari, M Nair
Journal of Pharmaceutical Negative Results, 2031-2035, 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
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
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
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
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
Temporal constrained objects for modelling neuronal dynamics
M Nair, JM Kannimoola, B Jayaraman, B Nair, S Diwakar
PeerJ Computer Science 4, e159, 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
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
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
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