SKM 2021 – wissenschaftliches Programm

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SYNC: Symposium Advanced neuromorphic computing hardware: Towards efficient machine learning

SYNC 1: Symposium: Advanced neuromorphic computing hardware: Towards efficient machine learning

SYNC 1.2: Hauptvortrag

Mittwoch, 29. September 2021, 10:30–11:00, Audimax 1

Machine Learning and Neuromorphic Computing: Why Physics and Complex Systems are Indispensable — •Ingo Fischer — Instituto de Física Interdisciplinar y Sistemas Complejos IFISC (UIB-CSIC), Campus UIB, 07122 Palma de Mallorca, Spain

Advances in Machine Learning have recently boosted neuromorphic computing and its implementation in analog hardware. We discuss why physics and complex systems science provide valuable perspectives and tools for understanding existing methods and developing novel transdisciplinary approaches and their hardware implementation.