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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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08/03/2020
Spiking neuromorphic chip learns entangled quantum states
Neuromorphic systems are designed to emulate certain structural and dyna...
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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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03/25/2020
Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System
This paper presents verification and implementation methods that have be...
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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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12/27/2019
Structural plasticity on an accelerated analog neuromorphic hardware system
In computational neuroscience, as well as in machine learning, neuromorp...
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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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09/17/2019