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04/10/2023
Deploying Machine Learning Models to Ahead-of-Time Runtime on Edge Using MicroTVM
In the past few years, more and more AI applications have been applied t...
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03/15/2021
The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing
This paper introduces the processing element architecture of the second ...
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09/18/2020
Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi
We implemented two neural network based benchmark tasks on a prototype c...
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03/30/2020
The Operating System of the Neuromorphic BrainScaleS-1 System
BrainScaleS-1 is a wafer-scale mixed-signal accelerated neuromorphic sys...
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03/21/2019
Dynamic Power Management for Neuromorphic Many-Core Systems
This work presents a dynamic power management architecture for neuromorp...
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03/20/2019
Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype
Advances in neuroscience uncover the mechanisms employed by the brain to...
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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