Researcher profile
Martin A. Trefzer
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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A perspective on physical reservoir computing with nanomagnetic devices
2022 · arXiv (Cornell University)
Neural networks have revolutionized the area of artificial intelligence and introduced transformative applications to almost every scientific field and industry. However, this success comes at a great price; the energy requirements for training advanced models …
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Reservoir Computing with Magnetic Thin Films
2021 · White Rose Research Online (University of Leeds, The University of Sheffield, University of York)
Advances in artificial intelligence are driven by technologies inspired by the brain, but these technologies are orders of magnitude less powerful and energy efficient than biological systems. Inspired by the nonlinear dynamics of neural networks, …