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Shyam Diwakar, Ph.D. - Publications

Affiliations: 
2009-2020 School of Biotechnology Amrita Vishwa Vidyapeetham (Amrita University) 
 2020- Mind Brain Center Amrita Vishwa Vidyapeetham (Amrita University) 
Area:
computational neuroscience, local field potentials, EEG, cognitive sciences, virtual laboratory
Website:
http://www.amrita.edu/mindbrain
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68 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Vijayan A, Diwakar S. A cerebellum inspired spiking neural network as a multi-model for pattern classification and robotic trajectory prediction. Frontiers in Neuroscience. 16: 909146. PMID 36518530 DOI: 10.3389/fnins.2022.909146  0.652
2021 Sasidharakurup H, Kumar G, Nair B, Diwakar S. Mathematical Modeling of Severe Acute Respiratory Syndrome Coronavirus 2 Infection Network with Cytokine Storm, Oxidative Stress, Thrombosis, Insulin Resistance, and Nitric Oxide Pathways. Omics : a Journal of Integrative Biology. 25: 770-781. PMID 34807729 DOI: 10.1089/omi.2021.0155  0.733
2021 Parasuram H, Gopinath S, Pillai A, Diwakar S, Kumar A. Quantification of Epileptogenic Network From Stereo EEG Recordings Using Epileptogenicity Ranking Method. Frontiers in Neurology. 12: 738111. PMID 34803883 DOI: 10.3389/fneur.2021.738111  0.753
2021 Radhamani R, Kumar D, Nizar N, Achuthan K, Nair B, Diwakar S. What virtual laboratory usage tells us about laboratory skill education pre- and post-COVID-19: Focus on usage, behavior, intention and adoption. Education and Information Technologies. 1-19. PMID 34121909 DOI: 10.1007/s10639-021-10583-3  0.25
2020 Peñas-LLedó E, Terán E, Sosa-Macías M, Galaviz-Hernández C, Gil JP, Nair S, Diwakar S, Hernández I, Lara-Riegos J, Ramírez-Roa R, Verde I, Tarazona-Santos E, Molina-Guarneros J, Moya G, Rägo L, et al. Challenges and Opportunities for Clinical Pharmacogenetic Research Studies in Resource-Limited Settings: Conclusions From the Council for International Organizations of Medical Sciences-Ibero-American Network of Pharmacogenetics and Pharmacogenomics Meeting. Clinical Therapeutics. PMID 32782137 DOI: 10.1016/j.clinthera.2020.06.008  0.219
2020 Achuthan K, Nedungadi P, Kolil V, Diwakar S, Raman R. Innovation Adoption and Diffusion of Virtual Laboratories International Journal of Online and Biomedical Engineering (Ijoe). 16: 4. DOI: 10.3991/ijoe.v16i09.11685  0.234
2020 Alphonse J, Diwakar S. Deploying a Web-based Electroencephalography Data Analysis Virtual Laboratory Procedia Computer Science. 171: 2420-2425. DOI: 10.1016/j.procs.2020.04.261  0.347
2020 Santhosh AK, Sangilirajan M, Nizar N, Radhamani R, Kumar D, Bodda S, Diwakar S. Computational Exploration of Neural Dynamics Underlying Music Cues Among Trained and Amateur Subjects Procedia Computer Science. 171: 1839-1847. DOI: 10.1016/j.procs.2020.04.197  0.24
2020 Radhakrishnan S, Nutakki C, Diwakar S. Mathematical Modeling of fMRI BOLD responses related Nitric Oxide Production-Consumption and in the Cerebellum Granule Layer Procedia Computer Science. 171: 1606-1613. DOI: 10.1016/j.procs.2020.04.172  0.451
2020 Sasidharakurup H, Nalarajan N, Nair M, Mubarak S, Koranath A, Diwakar S. Computational modeling of convergent mechanisms in Alzheimer’s and Parkinson’s disease with insulin signaling using biochemical systems theory Procedia Computer Science. 171: 1598-1605. DOI: 10.1016/j.procs.2020.04.171  0.263
2020 Bodda S, Maya S, Em Potti MN, Sohan U, Bhuvaneshwari Y, Mathiyoth R, Diwakar S. Computational analysis of EEG activity during stance and swing gait phases Procedia Computer Science. 171: 1591-1597. DOI: 10.1016/j.procs.2020.04.170  0.367
2020 Presannan A, Diwakar S. ReConvPy: Modeling Local Field Potentials of Cerebellum Granule Neurons using Repetitive Convolutions in Python Procedia Computer Science. 171: 410-417. DOI: 10.1016/j.procs.2020.04.043  0.503
2020 Babu SS, Nutakki C, Diwakar S. Classification of Human Gait: Swing and Stance Phases using Sum-Vector Analysis Procedia Computer Science. 171: 403-409. DOI: 10.1016/j.procs.2020.04.042  0.379
2020 Nutakki C, Mathew RJ, Suresh A, Vijay AR, Krishna S, Babu AS, Diwakar S. Classification and Kinetic Analysis of Healthy Gait using Multiple Accelerometer Sensors Procedia Computer Science. 171: 395-402. DOI: 10.1016/j.procs.2020.04.041  0.344
2020 Sasidharakurup H, Diwakar S. Computational modelling of TNFα related pathways regulated by neuroinflammation, oxidative stress and insulin resistance in neurodegeneration Applied Network Science. 5. DOI: 10.1007/s41109-020-00307-w  0.314
2019 Melethadathil N, Heringa J, Nair B, Diwakar S. Mining Inter-Relationships in Online Scientific Articles and its Visualization: Natural Language Processing for Systems Biology Modeling International Journal of Online and Biomedical Engineering (Ijoe). 15: 39. DOI: 10.3991/Ijoe.V15I02.9432  0.751
2019 Nutakki C, Radhakrishnan S, Nair B, Diwakar S. Modeling fMRI BOLD signals and temporal mismatches in the cerebellar cortex Csi Transactions On Ict. 7: 191-198. DOI: 10.1007/s40012-019-00229-8  0.375
2018 Nair M, Manchan Kannimoola J, Jayaraman B, Nair B, Diwakar S. Temporal constrained objects for modelling neuronal dynamics. Peerj. Computer Science. 4: e159. PMID 33816812 DOI: 10.7717/peerj-cs.159  0.781
2018 Parasuram H, Nair B, Naldi G, D'Angelo E, Diwakar S. Understanding Cerebellum Granular Layer Network Computations through Mathematical Reconstructions of Evoked Local Field Potentials. Annals of Neurosciences. 25: 11-24. PMID 29887679 DOI: 10.1159/000481905  0.764
2018 Nair M, Manchan Kannimoola J, Jayaraman B, Nair B, Diwakar S. Temporal constrained objects for modelling neuronal dynamics Peerj Computer Science. 4: e159. DOI: 10.7717/Peerj-Cs.159  0.79
2018 Diwakar S, Nair B, Medini C, Vijayan A, Rajendran A. Computational Modelling of Cerebellum Granule Neuron Temporal Responses for Auditory and Visual Stimuli International Journal of Advanced Intelligence Paradigms. 10: 1. DOI: 10.1504/Ijaip.2018.10011493  0.776
2018 Achuthan K, Kolil VK, Diwakar S. Using virtual laboratories in chemistry classrooms as interactive tools towards modifying alternate conceptions in molecular symmetry Education and Information Technologies. 23: 2499-2515. DOI: 10.1007/s10639-018-9727-1  0.356
2017 Sasidharakurup H, Melethadathil N, Nair B, Diwakar S. A Systems Model of Parkinson's Disease Using Biochemical Systems Theory. Omics : a Journal of Integrative Biology. 21: 454-464. PMID 28816645 DOI: 10.1089/Omi.2017.0056  0.715
2017 Chellaiah P, Nair B, Achuthan K, Diwakar S. Using Theme-based Narrative Construct of Images as Passwords: Implementation and Assessment of Remembered Sequences International Journal of Online Engineering (Ijoe). 13: 77. DOI: 10.3991/IJOE.V13I11.7774  0.337
2017 Vijayan A, Nutakki C, Kumar D, Achuthan K, Nair B, Diwakar S. Enabling a Freely Accessible Open Source Remotely Controlled Robotic Articulator with a Neuro-Inspired Control Algorithm International Journal of Online Engineering (Ijoe). 13: 61. DOI: 10.3991/Ijoe.V13I01.6288  0.622
2017 Achuthan K, Francis SP, Diwakar S. Augmented reflective learning and knowledge retention perceived among students in classrooms involving virtual laboratories Education and Information Technologies. 22: 2825-2855. DOI: 10.1007/s10639-017-9626-x  0.34
2016 Parasuram H, Nair B, D'Angelo E, Hines M, Naldi G, Diwakar S. Computational Modeling of Single Neuron Extracellular Electric Potentials and Network Local Field Potentials using LFPsim. Frontiers in Computational Neuroscience. 10: 65. PMID 27445781 DOI: 10.3389/Fncom.2016.00065  0.787
2016 Diwakar S, Kumar D, Radhamani R, Sasidharakurup H, Nizar N, Achuthan K, Nedungadi P, Raman R, Nair B. Complementing education via virtual labs: Implementation and deployment of remote laboratories and usage analysis in south indian villages International Journal of Online Engineering. 12: 8-15. DOI: 10.3991/ijoe.v12i03.5391  0.354
2016 Radhamani R, Kumar D, Achuthan K, Nair BG, Diwakar S. Implementing and Deploying Magnetic Material Testing as an Online Laboratory Advances in Intelligent Systems and Computing. 530: 925-934. DOI: 10.1007/978-3-319-47952-1_74  0.354
2016 Diwakar S, Radhamani R, Sasidharakurup H, Kumar D, Nizar N, Achuthan K, Nair B. Assessing students and teachers experience on simulation and remote biotechnology virtual labs: A case study with a light microscopy experiment Lecture Notes of the Institute For Computer Sciences, Social-Informatics and Telecommunications Engineering, Lnicst. 160: 44-51. DOI: 10.1007/978-3-319-28883-3_6  0.218
2015 Dove ES, Barlas IÖ, Birch K, Boehme C, Borda-Rodriguez A, Byne WM, Chaverneff F, Coşkun Y, Dahl ML, Dereli T, Diwakar S, Elbeyli L, Endrenyi L, Eroğlu-Kesim B, Ferguson LR, et al. An Appeal to the Global Health Community for a Tripartite Innovation: An "Essential Diagnostics List," "Health in All Policies," and "See-Through 21(st) Century Science and Ethics". Omics : a Journal of Integrative Biology. 19: 435-42. PMID 26161545 DOI: 10.1089/Omi.2015.0075  0.333
2015 Sasidharakurup H, Radhamani R, Kumar D, Nizar N, Achuthan K, Diwakar S. Using Virtual Laboratories as Interactive Textbooks: Studies on Blended Learning in Biotechnology Classrooms Eai Endorsed Transactions On E-Learning. 2: e4. DOI: 10.4108/el.2.6.e4  0.206
2015 Medini C, Naldi G, Nair B, D'Angelo E, Diwakar S. Reconstructing fMRI BOLD signals arising from cerebellar granule neurons - Comparing GLM and balloon models Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280638  0.773
2015 Parasuram H, Nair B, Naldi G, D'Angelo E, Diwakar S. Exploiting point source approximation on detailed neuronal models to reconstruct single neuron electric field and population LFP Proceedings of the International Joint Conference On Neural Networks. 2015. DOI: 10.1109/IJCNN.2015.7280607  0.772
2015 Nair M, Subramanyan K, Nair B, Diwakar S. Parameter optimization and nonlinear fitting for computational models in neuroscience on GPGPUs 2014 International Conference On High Performance Computing and Applications, Ichpca 2014. DOI: 10.1109/ICHPCA.2014.7045324  0.709
2015 Medini C, Zacharia RM, Nair B, Vijayan A, Rajagopal LP, Diwakar S. Spike encoding for pattern recognition: Comparing cerebellum granular layer encoding and BSA algorithms 2015 International Conference On Advances in Computing, Communications and Informatics, Icacci 2015. 1619-1625. DOI: 10.1109/ICACCI.2015.7275845  0.767
2015 Melethadathil N, Chellaiah P, Nair B, Diwakar S. Classification and clustering for neuroinformatics: Assessing the efficacy on reverse-mapped NeuroNLP data using standard ML techniques 2015 International Conference On Advances in Computing, Communications and Informatics, Icacci 2015. 1065-1070. DOI: 10.1109/ICACCI.2015.7275751  0.739
2015 Vijayan A, Palolithazhe A, Nair B, Medini C, Muralidharan B, Diwakar S. Modeling pattern abstraction in cerebellum and estimation of optimal storage capacity 2015 International Conference On Advances in Computing, Communications and Informatics, Icacci 2015. 283-289. DOI: 10.1109/ICACCI.2015.7275622  0.755
2015 Dove ES, Barlas Ö, Birch K, Boehme C, Borda-Rodriguez A, Byne WM, Chaverneff F, Coşkun Y, Dahl ML, Dereli T, Diwakar S, Elbeyli L, Endrenyi L, Eroʇlu-Kesim B, Ferguson LR, et al. An Appeal to the Global Health Community for a Tripartite Innovation: An "essential Diagnostics List," "health in All Policies," and "see-Through 21st Century Science and Ethics" Omics a Journal of Integrative Biology. 19: 435-442. DOI: 10.1089/omi.2015.0075  0.183
2015 Nair M, Nair B, Diwakar S. GPGPU implementation of a spiking neuronal circuit performing sparse recoding Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8623: 285-297. DOI: 10.1007/978-3-319-24462-4_24  0.746
2014 Diwakar S, Parasuram H, Medini C, Raman R, Nedungadi P, Wiertelak E, Srivastava S, Achuthan K, Nair B. Complementing Neurophysiology Education for Developing Countries via Cost-Effective Virtual Labs: Case Studies and Classroom Scenarios. Journal of Undergraduate Neuroscience Education : June : a Publication of Fun, Faculty For Undergraduate Neuroscience. 12: A130-9. PMID 24693260  0.739
2014 Diwakar S, Shekhar A, Radhamani R, Achuthan K, Sujatha G, Nedungadi P, Sasidharakurup H, Raman R, Nair B. Usage and diffusion of biotechnology virtual labs for enhancing university education in India's urban and rural areas E-Learning as a Socio-Cultural System: a Multidimensional Analysis. 63-83. DOI: 10.4018/978-1-4666-6154-7.ch004  0.199
2014 Raman R, Achuthan K, Nedungadi P, Diwakar S, Bose R. The VLAB OER experience: Modeling potential-adopter student acceptance Ieee Transactions On Education. 57: 235-241. DOI: 10.1109/TE.2013.2294152  0.363
2014 Radhamani R, Sasidharakurup H, Kumar D, Nizar N, Nair B, Achuthan K, Diwakar S. Explicit interactions by users form a critical element in virtual labs aiding enhanced education - A case study from biotechnology virtual labs Proceedings - Ieee 6th International Conference On Technology For Education, T4e 2014. 110-115. DOI: 10.1109/T4E.2014.37  0.218
2014 Radhamani R, Sasidharakurup H, Sujatha G, Nair B, Achuthan K, Diwakar S. Virtual labs improve student’s performance in a classroom Lecture Notes of the Institute For Computer Sciences, Social-Informatics and Telecommunications Engineering, Lnicst. 138: 138-146. DOI: 10.1007/978-3-319-13293-8_17  0.21
2014 Diwakar S, Chellaiah P, Nair B, Achuthan K. Theme interception sequence learning: Deflecting rubber-hose attacks using implicit learning Advances in Intelligent Systems and Computing. 327: 495-502. DOI: 10.1007/978-3-319-11933-5_55  0.189
2014 Diwakar S, Bodda S, Nutakki C, Vijayan A, Achuthan K, Nair B. Neural control using EEG as a BCI technique for low cost prosthetic arms Ncta 2014 - Proceedings of the International Conference On Neural Computation Theory and Applications. 270-275.  0.215
2013 Srivastava S, Özdemir V, Ray S, Panga JR, Noronha S, Nair B, Diwakar S. Online education: E-learning booster in developing world. Nature. 501: 316. PMID 24048056 DOI: 10.1038/501316c  0.216
2013 Malhotra D, Diwakar S, Özdemir V, Nair B, Srivastava S. Bioquest India: A global biotechnology forum for knowledge-based innovation and sustainable development Current Pharmacogenomics and Personalized Medicine. 11: 8-11. DOI: 10.2174/1875692111311010003  0.335
2013 Vijayan A, Singanamala H, Nair B, Medini C, Nutakki C, Diwakar S. Classification of robotic arm movement using SVM and Naïve Bayes classifiers 2013 3rd International Conference On Innovative Computing Technology, Intech 2013. 263-268. DOI: 10.1109/INTECH.2013.6653628  0.738
2012 Medini C, Nair B, D'Angelo E, Naldi G, Diwakar S. Modeling spike-train processing in the cerebellum granular layer and changes in plasticity reveal single neuron effects in neural ensembles. Computational Intelligence and Neuroscience. 2012: 359529. PMID 23193390 DOI: 10.1155/2012/359529  0.789
2012 Ray S, Koshy NR, Diwakar S, Nair B, Srivastava S. Sakshat Labs: India's virtual proteomics initiative. Plos Biology. 10: e1001353. PMID 22802723 DOI: 10.1371/journal.pbio.1001353  0.338
2012 Freeman J, Nagarajan A, Parangan M, Kumar D, Diwakar S, Achuthan K. Remote triggered photovoltaic solar cell lab: Effective implementation strategies for Virtual Labs Proceedings - 2012 Ieee International Conference On Technology Enhanced Education, Ictee 2012. DOI: 10.1109/ICTEE.2012.6208653  0.229
2011 Parasuram H, Nair B, Naldi G, D'Angelo E, Diwakar S. A modeling based study on the origin and nature of evoked post-synaptic local field potentials in granular layer. Journal of Physiology, Paris. 105: 71-82. PMID 21843640 DOI: 10.1016/J.Jphysparis.2011.07.011  0.788
2011 Diwakar S, Lombardo P, Solinas S, Naldi G, D'Angelo E. Local field potential modeling predicts dense activation in cerebellar granule cells clusters under LTP and LTD control. Plos One. 6: e21928. PMID 21818278 DOI: 10.1371/journal.pone.0021928  0.781
2011 Diwakar S, Achuthan K, Nedungadi P, Nair BG. Enhanced Facilitation of Biotechnology Education in Developing Nations via Virtual Labs: Analysis, Implementation and Case-studies International Journal of Computer Theory and Engineering. 3: 1-8. DOI: 10.7763/Ijcte.2011.V3.275  0.372
2011 Diwakar S. Information processing in the cerebellum granular layer and changes in plasticity revealing single neuron effects in neural ensembles Frontiers in Computational Neuroscience. 5. DOI: 10.3389/Conf.Fncom.2011.53.00230  0.469
2011 Achuthan K, Sreelatha KS, Surendran S, Diwakar S, Nedungadi P, Humphreys S, S Sreekala CO, Pillai Z, Raman R, Deepthi A, Gangadharan R, Appukuttan S, Ranganatha J, Sambhudevan S, Mahesh S. The VALUE @ Amrita Virtual Labs Project: Using web technology to provide virtual laboratory access to students Proceedings - 2011 Ieee Global Humanitarian Technology Conference, Ghtc 2011. 117-121. DOI: 10.1109/GHTC.2011.79  0.214
2011 Parasuram H, Nair B, Achuthan K, Diwakar S. Taking project tiger to the classroom: A virtual lab case study Communications in Computer and Information Science. 191: 337-348. DOI: 10.1007/978-3-642-22714-1_35  0.742
2010 Parangan M, Aravind C, Parasuraman H, Achuthan K, Nair B, Diwakar S. Action potential and bursting phenomena using analog electrical neuron Proceedings of the 1st Amrita Acm-W Celebration of Women in Computing in India, A2cwic'10. DOI: 10.1145/1858378.1858384  0.351
2010 Nair M, Melethadathil N, Nair B, Diwakar S. Information processing via post-synaptic EPSP-spike complex and model-based predictions of induced changes during plasticity in cerebellar granular neuron Proceedings of the 1st Amrita Acm-W Celebration of Women in Computing in India, A2cwic'10. DOI: 10.1145/1858378.1858383  0.78
2010 Diwakar S, Achuthan K, Nedungadi P. Biotechnology virtual labs- integrating wet-lab techniques and theoretical learning for enhanced learning at universities Dsde 2010 - International Conference On Data Storage and Data Engineering. 10-14. DOI: 10.1109/DSDE.2010.22  0.205
2010 Abdulmanaph N, James P, Nair B, Diwakar S. Characterizing information transmission in cerebellar granule neuron Proceedings 2010 Ieee 5th International Conference On Bio-Inspired Computing: Theories and Applications, Bic-Ta 2010. 1487-1494. DOI: 10.1109/BICTA.2010.5645277  0.363
2010 Parasuraman H, Abdulmanaph N, Nair B, Diwakar S. Reconstructing extracellular local field potential in cerebellar granular layer networks Proceedings 2010 Ieee 5th International Conference On Bio-Inspired Computing: Theories and Applications, Bic-Ta 2010. 1504-1509. DOI: 10.1109/BICTA.2010.5645275  0.322
2010 Medini C, Subramaniyam S, Nair B, Diwakar S. Modeling cerebellar granular layer excitability and combinatorial computation with spikes Proceedings 2010 Ieee 5th International Conference On Bio-Inspired Computing: Theories and Applications, Bic-Ta 2010. 1495-1503. DOI: 10.1109/BICTA.2010.5645274  0.777
2009 Diwakar S, Magistretti J, Goldfarb M, Naldi G, D'Angelo E. Axonal Na+ channels ensure fast spike activation and back-propagation in cerebellar granule cells. Journal of Neurophysiology. 101: 519-32. PMID 19073816 DOI: 10.1152/Jn.90382.2008  0.767
2008 Prestori F, Rossi P, Bearzatto B, Lainé J, Necchi D, Diwakar S, Schiffmann SN, Axelrad H, D'Angelo E. Altered neuron excitability and synaptic plasticity in the cerebellar granular layer of juvenile prion protein knock-out mice with impaired motor control. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 7091-103. PMID 18614678 DOI: 10.1523/JNEUROSCI.0409-08.2008  0.782
2007 Goldfarb M, Schoorlemmer J, Williams A, Diwakar S, Wang Q, Huang X, Giza J, Tchetchik D, Kelley K, Vega A, Matthews G, Rossi P, Ornitz DM, D'Angelo E. Fibroblast growth factor homologous factors control neuronal excitability through modulation of voltage-gated sodium channels. Neuron. 55: 449-63. PMID 17678857 DOI: 10.1016/J.Neuron.2007.07.006  0.658
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