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Publication Type : Conference Paper
Thematic Areas : Learning-Technologies, Medical Sciences, Biotech
Publisher : Proceedings of the International Conference on Signal, Networks, Computing, and Systems, Springer India.
Source : Proceedings of the International Conference on Signal, Networks, Computing, and Systems, Springer India, Volume 396, New Delhi, p.57-66 (2016)
ISBN : 9788132235897
Campus : Amritapuri
School : School of Biotechnology, Centre for Cybersecurity Systems and Networks, School of Engineering
Center : Cyber Security, Amrita Mind Brain Center, Biotechnology, Computational Neuroscience and Neurophysiology
Department : cyber Security, biotechnology
Year : 2016
Abstract : In this paper, we implemented a virtual laboratory of neurons and synapses via dynamical models on a web-based platform to aid neurophysiology and computational neuroscience education. Online labs are one of the best alternatives to many universities confronting socio-economic issues in maintaining infrastructure for good laboratory practice. The neural network virtual laboratory was implemented using HTML5 and JQuery, which allowed users to access the lab as a browser-based app. The simulator allows reconstructions of population code and biophysics of single neuron firing dynamics and hence will allow experimentalists to explore its use for hypothesis-based predictions. Such tools as educational aids allow an interrelationship of cognitive, social, and teaching presence. We found students could easily reproduce the common voltage and current clamp protocols on such models without significant instructor assistance and the platform was developed to allow further extensions like raster plots, network computations using extensions to code modules. With new technologies, we foresee a potential redesign of the use of such virtual labs for large-scale modeling as teaching and learning tools in blended learning environments.
Cite this Research Publication : A. Sridharan, Hemalatha Sasidharakurup, Kumar, D., Nijin Nizar, Dr. Bipin G. Nair, Dr. Krishnashree Achuthan, and Dr. Shyam Diwakar, “Implementing a Web-Based Simulator with Explicit Neuron and Synapse Models to Aid Experimental Neuroscience and Theoretical Biophysics Education”, in Proceedings of the International Conference on Signal, Networks, Computing, and Systems (ICSNCS 2016), Ed. Lobiya DK, Mohapatra DP, Nagar AK, Sahoo MN, Springer, New Delhi, Feb, 2016.