Christian Mauch

Orcid: 0000-0001-6566-7170

Affiliations:
  • University of Heidelberg, Germany


According to our database1, Christian Mauch authored at least 16 papers between 2017 and 2023.

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Timeline

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Bibliography

2023
From clean room to machine room: commissioning of the first-generation BrainScaleS wafer-scale neuromorphic system.
Neuromorph. Comput. Eng., September, 2023

hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2.
Proceedings of the Neuro-Inspired Computational Elements Conference, 2023

2022
The operating system of the neuromorphic BrainScaleS-1 system.
Neurocomputing, 2022

A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware.
CoRR, 2022

2021
Operating Accelerated Neuromorphic Hardware - A Scalable and Sustainable Approach.
PhD thesis, 2021

2020
Extending BrainScaleS OS for BrainScaleS-2.
CoRR, 2020

Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020



2018
Demonstrating Advantages of Neuromorphic Computation: A Pilot Study.
CoRR, 2018

Generative models on accelerated neuromorphic hardware.
CoRR, 2018

2017
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System.
CoRR, 2017

Pattern representation and recognition with accelerated analog neuromorphic systems.
CoRR, 2017




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