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03/21/2022
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
Neuromorphic systems open up opportunities to enlarge the explorative sp...
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01/26/2022
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
Since the beginning of information processing by electronic components, ...
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03/29/2021
Demonstrating Analog Inference on the BrainScaleS-2 Mobile System
We present the BrainScaleS-2 mobile system as a compact analog inference...
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06/23/2020
Inference with Artificial Neural Networks on Analog Neuromorphic Hardware
The neuromorphic BrainScaleS-2 ASIC comprises mixed-signal neurons and s...
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06/23/2020
Inference with Artificial Neural Networks on the Analog BrainScaleS-2 Hardware
The neuromorphic BrainScaleS-2 ASIC comprises mixed-signal neurons and s...
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06/23/2020
hxtorch: PyTorch for BrainScaleS-2 – Perceptrons on Analog Neuromorphic Hardware
We present software facilitating the usage of the BrainScaleS-2 analog n...
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06/23/2020
hxtorch: PyTorch for ANNs on BrainScaleS-2
We present software facilitating the usage of the BrainScaleS-2 analog n...
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06/12/2020
Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate
Spiking neural networks are nature's solution for parallel information p...
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12/30/2019
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate
We present first experimental results on the novel BrainScaleS-2 neuromo...
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10/16/2019
The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks
Spiking neural networks are the basis of versatile and power-efficient i...
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11/08/2018