Spintronics meets Neuromorphics

2018 SC Youtube Header


Akerman, Johan: Mutually synchronized spin Hall nano-oscillator arrays
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Bourianoff, George: Reservoir computing implemented with skyrmion fabrics
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Brunner, Daniel: Tutorial on reservoir computing
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Camsari, Kerem: Tutorial on Stochastic computing with magnetic probabilistic bits
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Chialvo, Dante: Tutorial on Critical brain dynamics, a brief overview
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Di Ventra, Massimiliano: MemComputing: leveraging physics to compute efficiently
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Endoh, Tetsuo: Hardware ANNs using MTJ-based memories
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Fernandez-Pacheco, Amalio: Perspectives on 3D Spintronics icon-document-black icon-video-black
Finocchio, Giovanni: MemComputing: leveraging physics to compute efficienly icon-document-black icon-video-black
Fukami, Shunsuke: Associative memory operation using analog spin-orbit torque device icon-document-black icon-video-black
Hamilton, Tara: Tutorial on Stochastic Computing Hardware icon-document-red icon-video-red
Heyderman, Laura: Tutorial on Artificial Spin Ice and Elements of Control for Computation icon-document-red icon-video-red
Hoffmann, Axel: Manipulating Magnetic Skyrmions icon-document-red icon-video-red
Khajetoorians, Alexander: Realization of the Hopfield model infinite size Ising systems with RKKY type interactions icon-document-black icon-video-black
Macia, Ferran: Computing with Spin-Wave Solitons icon-document-red icon-video-red
Mizrahi, Alice: Unconventional computing with stochastic magnetic tunnel junctions
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Petrisor, Teodora: Tutorial on The Landscape of Deep Learning: a Quick Overview icon-document-red icon-video-red
Pirro, Philipp: Tutorial on Spin-wave logic: from Boolean to neuromorphic computing icon-document-red icon-video-red
Porod, Wolfgang: Tutorial on Computing with magnetic dots and spintronic dynamical systems icon-document-red icon-video-red
Querlioz, Damien: Bioinspired Computing Leveraging the Non-Linearity of Magnetic Nano-Oscillators
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Rasing, Theo: Computing via Exchange Interactions icon-document-black icon-video-black
Stiles, Mark: Reservoir computing with spin-torque nano-oscillators icon-document-red icon-video-red
Vasilaki, Eleni: Tutorial on Reinforcement Learning icon-document-red icon-video-black
Zhao, Weisheng: Skyrmions based Neuromorphic Computing icon-document-red icon-video-red