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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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02/24/2022
Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLL
The BrainScaleS-2 (BSS-2) Neuromorphic Computing System currently consis...
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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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06/12/2020
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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07/06/2018
Generative models on accelerated neuromorphic hardware
The traditional von Neumann computer architecture faces serious obstacle...
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03/17/2017
Pattern representation and recognition with accelerated analog neuromorphic systems
Despite being originally inspired by the central nervous system, artific...
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03/06/2017