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Yannik Stradmann

Heidelberg University

24

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281

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Surrogate gradients for analog neuromorphic computing.

2022 Proc. Natl. Acad. Sci. USA
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The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity.

2022 CoRR
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hxtorch: PyTorch for ANNs on BrainScaleS-2

2020
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Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate

2020 ISCAS | International Symposium on Circuits and Systems
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The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks.

2020 IEEE Transactions on Neural Networks
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Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.

2020 arXiv: Neural and Evolutionary Computing
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Surrogate gradients for analog neuromorphic computing

2020 arXiv: Neural and Evolutionary Computing
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Inference with Artificial Neural Networks on Analog Neuromorphic Hardware

2020
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Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate

2020 arXiv: Neural and Evolutionary Computing
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Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

2019 Frontiers in Neuroscience
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