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Mapping deep neural networks on SpiNNaker2

F. Kelber, B. Wu, B. Vogginger, J. Partzsch, C. Liu, M. Stolba, and C. Mayr. Proceedings of the Neuro-inspired Computational Elements Workshop, New York, NY, USA, ACM, (March 2020)

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Mapping deep neural networks on SpiNNaker2F. Kelber, B. Wu, B. Vogginger, J. Partzsch, C. Liu, M. Stolba, and C. Mayr. Proceedings of the Neuro-inspired Computational Elements Workshop, New York, NY, USA, ACM, (March 2020)Neuromorphic hardware for sustainable AI data centersB. Vogginger, A. Rostami, V. Jain, S. Arfa, A. Hantsch, D. Kappel, M. Schäfer, U. Faltings, H. Gonzalez, C. Liu and 1 other author(s). (2024)Squeeze-and-threshold based quantization for low-precision neural networksB. Wu, B. Waschneck, and C. Mayr. Proceedings of the International Neural Networks Society, Springer International Publishing, Cham, (2021)Comparing Loihi with a SpiNNaker 2 prototype on low-latency keyword spotting and adaptive robotic controlY. Yan, T. Stewart, X. Choo, B. Vogginger, J. Partzsch, S. Höppner, F. Kelber, C. Eliasmith, S. Furber, and C. Mayr. Neuromorph. Comput. Eng., 1 (1): 014002 (September 2021)Language Modeling on a SpiNNaker 2 Neuromorphic ChipK. Nazeer, M. Schöne, R. Mukherji, B. Vogginger, C. Mayr, D. Kappel, and A. Subramoney. (2024)Hardware acceleration of EEG-based emotion classification systems: A comprehensive surveyH. Gonzalez, R. George, S. Muzaffar, J. Acevedo, S. Hoppner, C. Mayr, J. Yoo, F. Fitzek, and I. Elfadel. IEEE Trans. Biomed. Circuits Syst., 15 (3): 412--442 (June 2021)Efficient recurrent architectures through activity sparsity and sparse back-propagation through timeA. Subramoney, K. Nazeer, M. Schöne, C. Mayr, and D. Kappel. (2022)ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim AnnealersZ. Chen, Z. Xiao, M. Akl, J. Leugring, O. Olajide, A. Malik, N. Dennler, C. Harper, S. Bose, {. Gonzalez and 8 other author(s). WorkingPaper, (2024)Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space ModelsM. Schöne, {. Sushma, J. Zhuge, C. Mayr, A. Subramoney, and D. Kappel. WorkingPaper, (2024)Weight Sparsity Complements Activity Sparsity in Neuromorphic Language ModelsR. Mukherji, M. Schöne, K. Nazeer, C. Mayr, D. Kappel, and A. Subramoney. WorkingPaper, (2024)

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Mapping deep neural networks on SpiNNaker2

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Mapping deep neural networks on SpiNNaker2

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Mapping deep neural networks on SpiNNaker2