Neuromorphic Computing – The Principal of Development

Krishna, R. Sathya Bama and Nandini, D. Usha and Mayan, J. Albert and Veeramachaneni, Nehal and Sawarn, Nidhi (2021) Neuromorphic Computing – The Principal of Development. In: I3CAC 2021, 7-8 June 2021, Bharath University, Chennai, India.

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Abstract

Due to the subsequent decline of Moore’s Law, everyone is in the search for an approach to push computing technology much further. Neuromorphic Computing is a way through which we can approach the next generation of computer technology. Neuromorphic chips have been the current trending topic as it deals with a diverse range of tactics to formulate the given information to not just make a particular decision but it also modifies the network to memorize the information and finish the work more efficiently. The progress in VLSI mechanics through time and the further research and development on neuromorphic computing lead to a stable growth in the ability and competence of neuromorphic engineering in applications. These chips perform complex tasks such as image recognition, navigation and problem solving. In this paper we present the history, the need for Neuromorphic computing, the functionalities, the current projects, their main features and technical capabilities of Neuromorphic computing.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: neuro-inspired model neuromorphic computing artificial intelligence computational modelling
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
QA75 Electronic computers. Computer science
Depositing User: EAI Editor IV
Date Deposited: 21 Jun 2021 08:13
Last Modified: 21 Jun 2021 08:13
URI: https://eprints.eudl.eu/id/eprint/3949

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