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SpiNNaker on the Edge

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Publications

Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2 (opens in new window)

Author(s): Huang, J.; Vogginger, B.; Kelber, F.; Gonzalez, H.A.; Knobloch, K.; and Mayr, C.
Published in: ICONS (International Conference on Neuromorphic Systems 2024), 2024, ISSN 0000-0000
Publisher: Arxiv
DOI: 10.48550/arXiv.2406.17049

SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning (opens in new window)

Author(s): Gonzalez, H.A.; Huang, J.; Kelber, F.; Nazeer, K.K.; Langer, T.; Liu, C.; Lohrmann, M.; Rostami, A.H.; Schöne, M.; Vogginger, B.; Wunderlich, T.C.; Yan, Y.; Akl, M.; Mayr, C.
Published in: NeurIPS (Conference on Neural Information Processing Systems), 2024
Publisher: Arxiv
DOI: 10.48550/ARXIV.2401.04491

Neuromorphic hardware for sustainable AI data centers (opens in new window)

Author(s): Vogginger, B.; Rostami, A.; Vaibhav, J.; Arfa, S.; Hantsch, A.; Kappel, D.; Schaefer, M.; Faltings, U.; Gonzalez, H.A.; Liu, C.; and Mayr, C.
Published in: NICE (Neuro Inspired Computational Elements 2024), 2024, ISSN 0000-0000
Publisher: Arxiv
DOI: 10.48550/arXiv.2402.02521

ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers (opens in new window)

Author(s): Chen, Z.; Xiao, Z.; Akl, M.; Leugring, J.; Olajide, O.; Malik, A.; Dennler, N.; Harper, C.; Bose, S.; Gonzalez, H.A.; Eshraghian, J.; Pignari, R.; Urgese, G.; Andreou, A.A.; Shankar, S.; Mayr, C.; Cauwenberghs, G.; and Chakrabartty, S.
Published in: Nature Communications (Currently under review and published in Arxiv as preprint), 2024, ISSN 0000-0000
Publisher: Arxiv
DOI: 10.48550/arXiv.2406.05224

NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems (opens in new window)

Author(s): Yik, J.; Berghe, K.; Blanken, D.; Bouhadjar, Y.; Fabre, M.; Hueber, P.; Kleyko, D.; Pacik-Nelson, N.; Sun, P.; Tang, G.; Wang, S.; Zhou, B.; Ahmed, S.; Joseph, G.; Leto, B.; Micheli, A.; Mishra, A.; Lenz, G.; Sun, T.; Ahmed, Z.; Akl, M.; Anderson, B.; And
Published in: Nature Communications (Currently under review and published in Arxiv as preprint), 2024, ISSN 0000-0000
Publisher: Arxiv
DOI: 10.48550/arXiv.2304.04640

SpiNNaker2 Documentation

Author(s): Vogginger, B.; Kelber, F.; Samaali, M.; Abbassi, H.; Alici, M.; Bayoudha, M.; Huang, J.; Bena, G.; Akl, M.; Liu, G.; Gonzalez, H.A.; and Mayr, C.
Published in: Gitlab Repository, 2023, ISSN 0000-0000
Publisher: Gitlab

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