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Spiking Sparse Distributed Memory Model and Its Implementation on Loihi Architecture

Funder: Intel Corporation
Duration: August 2018 - December 2022

People

Name Telephone Email Office
Professor Hongying Meng Professor Hongying Meng
Professor
(Principal investigator)
T: +44 (0)1895 265496
E: hongying.meng@brunel.ac.uk
 +44 (0)1895 265496 hongying.meng@brunel.ac.uk Howell Building 233
Professor Tatiana Kalganova Professor Tatiana Kalganova
Professor
T: +44 (0)1895 266752
E: tatiana.kalganova@brunel.ac.uk
 +44 (0)1895 266752 tatiana.kalganova@brunel.ac.uk Howell Building 202

Outputs

Kalganova, T., Fernandez-Hart, T. and Knight, JC. (2024) 'Exploring 8-bit Arithmetic for Training Spiking Neural Networks'.IEEE International Conference on Omni-layer Intelligent Systems (COINS). London, UK. 29 - 31 July. IEEE. pp. 1 - 7. ISSN: 2996-5322 Open Access Link

Conference paper

Fernandez-Hart, TJ., Knight, JC. and Kalganova, T. (2024) 'Posit and floating-point based Izhikevich neuron: A Comparison of arithmetic'. Neurocomputing, 597. pp. 1 - 15. ISSN: 0925-2312 Open Access Link

Journal article

Wang, X. and Meng, H. (2021) 'Integer Sparse Distributed Memory Based on Neural Coding'.The International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery ICNC-FSKD 2020. Xi'an, China (virtual). 27 - 21 December. Springer International Publishing. pp. 994 - 1001. ISSN: 2367-4512 Open Access Link

Conference paper