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Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.

, , , , , , , , , , , , , and . IoT Streams/ITEM@PKDD/ECML, volume 1325 of Communications in Computer and Information Science, page 201-212. Springer, (2020)

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Nontrivial topological valence bands of common diamond and zinc-blende semiconductors, , , , , , , , , and 4 other author(s). Phys. Rev. Mater., 3 (6): 064203 (Jun 17, 2019)Surrogate gradients for analog neuromorphic computing., , , , , , , , , and 2 other author(s). Proc. Natl. Acad. Sci. USA, 119 (4): e2109194119 (2022)Demonstrating Analog Inference on the BrainScaleS-2 Mobile System., , , , , , , , , and 1 other author(s). IEEE Open J. Circuits Syst., (2022)The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity., , , , , , , , , and . CoRR, (2022)Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate., , , , , , , , , and 2 other author(s). CoRR, (2020)Demonstrating Analog Inference on the BrainScaleS-2 Mobile System., , , , , , , , , and 1 other author(s). CoRR, (2021)Accelerated Analog Neuromorphic Computing., , , and . CoRR, (2020)Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining., , , , , , and . PKDD/ECML Workshops (1), volume 1524 of Communications in Computer and Information Science, page 409-420. Springer, (2021)hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware., , , , , , , , , and 3 other author(s). IoT Streams/ITEM@PKDD/ECML, volume 1325 of Communications in Computer and Information Science, page 189-200. Springer, (2020)A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware., , , , , , , , , and 13 other author(s). CoRR, (2022)