Yannik Stradmann

Orcid: 0000-0001-9603-6777

According to our database1, Yannik Stradmann authored at least 19 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Lu.i - A low-cost electronic neuron for education and outreach.
CoRR, 2024

Emulating insect brains for neuromorphic navigation.
CoRR, 2024

2022
Heidelberg Spiking Datasets.
Dataset, May, 2022

The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

Surrogate gradients for analog neuromorphic computing.
Proc. Natl. Acad. Sci. USA, 2022

Demonstrating Analog Inference on the BrainScaleS-2 Mobile System.
IEEE Open J. Circuits Syst., 2022

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

The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity.
CoRR, 2022

2021
Towards Addressing Noise and Static Variations of Analog Computations Using Efficient Retraining.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020
Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate.
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



2019
The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks.
CoRR, 2019

2018
An Accelerated LIF Neuronal Network Array for a Large-Scale Mixed-Signal Neuromorphic Architecture.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores.
IEEE Trans. Biomed. Circuits Syst., 2018

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

A Mixed-Signal Structured AdEx Neuron for Accelerated Neuromorphic Cores.
CoRR, 2018


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