Christian-Gernot Pehle

Researcher, Cold Spring Harbor Laboratory

Joined

May 2021

Names

Christian-Gernot Pehle (Preferred)

Christian Pehle

Emails

****@gmail.com (Confirmed)

****@kip.uni-heidelberg.de (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Cold Spring Harbor Laboratory (cshl.edu)

2023 – Present

Postdoc

Heidelberg University (uni-heidelberg.de)

2021 – 2023

PhD student

Heidelberg University (uni-heidelberg.de)

2015 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Continual learning with the neural tangent ensemble
Ari S Benjamin, Christian-Gernot Pehle, Kyle Daruwalla
- NeurIPS 2024 spotlight
- Readers: Everyone
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking
Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian et al. (51 additional authors not shown)
- 2023 (modified: 24 Apr 2023)
- CoRR 2023
- Readers: Everyone
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2
Philipp Spilger, Elias Arnold, Luca Blessing, Christian Mauch, Christian Pehle, Eric Müller, Johannes Schemmel
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- NICE 2023
- Readers: Everyone
Surrogate gradients for analog neuromorphic computing
Benjamin Cramer, Sebastian Billaudelle, Simeon Kanya, Aron Leibfried, Andreas Grübl, Vitali Karasenko, Christian Pehle, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Johannes Schemmel, Friedemann Zenke
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Proc. Natl. Acad. Sci. USA 2022
- Readers: Everyone
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity
Christian Pehle, Sebastian Billaudelle, Benjamin Cramer, Jakob Kaiser, Korbinian Schreiber, Yannik Stradmann, Johannes Weis, Aron Leibfried, Eric Müller, Johannes Schemmel
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
hxtorch.snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2
Philipp Spilger, Elias Arnold, Luca Blessing, Christian Mauch, Christian Pehle, Eric Müller, Johannes Schemmel
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
Eric Müller, Elias Arnold, Oliver Breitwieser, Milena Czierlinski, Arne Emmel, Jakob Kaiser, Christian Mauch, Sebastian Schmitt, Philipp Spilger, Raphael Stock, Yannik Stradmann, Johannes Weis, Andreas Baumbach, Sebastian Billaudelle, Benjamin Cramer, Falk Leonard Ebert, Julian Göltz, Joscha Ilmberger, Vitali Karasenko, Mitja Kleider et al. (3 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Adjoint Equations of Spiking Neural Networks
Christian Pehle
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- undefined 2021
- Readers: Everyone
hxtorch: PyTorch for BrainScaleS-2 - Perceptrons on Analog Neuromorphic Hardware
Philipp Spilger, Eric Müller, Arne Emmel, Aron Leibfried, Christian Mauch, Christian Pehle, Johannes Weis, Oliver Breitwieser, Sebastian Billaudelle, Sebastian Schmitt, Timo C. Wunderlich, Yannik Stradmann, Johannes Schemmel
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CoRR 2020
- Readers: Everyone
Closed-loop experiments on the BrainScaleS-2 architecture
Korbinian Schreiber, Timo C. Wunderlich, Christian Pehle, Mihai A. Petrovici, Johannes Schemmel, Karlheinz Meier
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- NICE 2020
- Readers: Everyone

View all 20 publications

Co-Authors

View all 114 co-authors