Christian Pehle

Cited by

	All	Since 2019
Citations	1093	1044
h-index	12	12
i10-index	14	14

300

150

225

201420152016201720182019202020212022202320246 8 9 6 17 40 81 129 230 261 293

Public access

View all

12 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Johannes SchemmelHeidelberg UniversityVerified email at kip.uni-heidelberg.de
Yannik StradmannKirchhoff-Institute for Physics, Heidelberg UniversityVerified email at kip.uni-heidelberg.de
Sebastian BillaudelleVerified email at kip.uni-heidelberg.de
Eric MüllerRuprecht-Karls-Universität HeidelbergVerified email at kip.uni-heidelberg.de
Korbinian SchreiberHeidelberg UniversityVerified email at kip.uni-heidelberg.de
Karlheinz MeierRuprecht-Karls-Universität HeidelbergVerified email at kip.uni-heidelberg.de
Timo C. WunderlichCharité – Universitätsmedizin BerlinVerified email at charite.de
Johannes WeisScientific staff, M.Sc. Physics, Heidelberg UniversityVerified email at kip.uni-heidelberg.de
Andreas GrüblHeidelberg UniversityVerified email at kip.uni-heidelberg.de
Mihai A. PetroviciGroup Leader, NeuroTMA Lab, University of BernVerified email at unibe.ch
Christian MauchKirchhoff-Insittute for Physics, Heidelberg UniversityVerified email at alice-dsl.net
Andreas HartelKirchhof-Institut for Physics, Universität HeidelbergVerified email at kip.uni-heidelberg.de
Syed AamirIntel CorporationVerified email at intel.com
Akos F. KunglCarl Zeiss SMTVerified email at zeiss.com
Gerd KieneTU DelftVerified email at tudelft.nl
Oliver BreitwieserDr. rer. nat., Heidelberg UniversityVerified email at kip.uni-heidelberg.de
Elias ArnoldKirchhof Institute for Physics, Heidelberg UniversityVerified email at kip.uni-heidelberg.de
Julian GöltzPhD Student, Heidelberg University and University of BernVerified email at kip.uni-heidelberg.de
Friedemann ZenkeFriedrich Miescher Institute (FMI), University of BaselVerified email at fmi.ch
Jens Egholm PedersenKTH Royal Institute of TechnologyVerified email at kth.se

Christian Pehle

NeuroAI Scholar, Cold Spring Harbor Laboratory

Verified email at cshl.edu - Homepage

Machine Learning Computational Neuroscience Theoretical Physics Brain-inspired Computing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The BrainScaleS-2 accelerated neuromorphic system with hybrid plasticity C Pehle, S Billaudelle, B Cramer, J Kaiser, K Schreiber, Y Stradmann, ... Frontiers in Neuroscience 16, 795876, 2022	162	2022
Demonstrating advantages of neuromorphic computation: a pilot study T Wunderlich, AF Kungl, E Müller, A Hartel, Y Stradmann, SA Aamir, ... Frontiers in neuroscience 13, 260, 2019	146	2019
Surrogate gradients for analog neuromorphic computing B Cramer, S Billaudelle, S Kanya, A Leibfried, A Grübl, V Karasenko, ... Proceedings of the National Academy of Sciences 119 (4), 2022	132*	2022
Event-based backpropagation can compute exact gradients for spiking neural networks TC Wunderlich, C Pehle Scientific Reports 11 (1), 12829, 2021	130	2021
An accelerated LIF neuronal network array for a large-scale mixed-signal neuromorphic architecture SA Aamir, Y Stradmann, P Müller, C Pehle, A Hartel, A Grübl, J Schemmel, ... IEEE Transactions on Circuits and Systems I: Regular Papers 65 (12), 4299-4312, 2018	120	2018
Norse - A deep learning library for spiking neural networks C Pehle, JE Pedersen https://doi. org/10.5281/zenodo, 2021	101*	2021
Neuromorphic hardware learns to learn T Bohnstingl, F Scherr, C Pehle, K Meier, W Maass Frontiers in neuroscience 13, 483, 2019	60	2019
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate S Billaudelle, Y Stradmann, K Schreiber, B Cramer, A Baumbach, D Dold, ... 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020	57	2020
Chow groups, Deligne cohomology and massless matter in F-theory M Bies, C Mayrhofer, C Pehle, T Weigand arXiv preprint arXiv:1402.5144, 2014	55*	2014
A scalable approach to modeling on accelerated neuromorphic hardware E Müller, E Arnold, O Breitwieser, M Czierlinski, A Emmel, J Kaiser, ... Frontiers in neuroscience 16, 884128, 2022	28	2022
hxtorch: PyTorch for BrainScaleS-2: Perceptrons on Analog Neuromorphic Hardware P Spilger, E Müller, A Emmel, A Leibfried, C Mauch, C Pehle, J Weis, ... IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile …, 2020	25	2020
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ... Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G …, 2023	20	2023
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems J Yik, KV Berghe, D Blanken, Y Bouhadjar, M Fabre, P Hueber, D Kleyko, ... arXiv preprint arXiv:2304.04640, 2023	12	2023
hxtorch. snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2 P Spilger, E Arnold, L Blessing, C Mauch, C Pehle, E Müller, J Schemmel Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023	10	2023
Emulating quantum computation with artificial neural networks C Pehle, K Meier, M Oberthaler, C Wetterich arXiv preprint arXiv:1810.10335, 2018	9	2018
Neuromorphic quantum computing C Pehle, C Wetterich Physical Review E 106 (4), 045311, 2022	7	2022
Event-based backpropagation for analog neuromorphic hardware C Pehle, L Blessing, E Arnold, E Müller, J Schemmel arXiv preprint arXiv:2302.07141, 2023	5	2023
Closed-loop experiments on the BrainScaleS-2 architecture K Schreiber, TC Wunderlich, C Pehle, MA Petrovici, J Schemmel, K Meier Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020	5	2020
Emulating insect brains for neuromorphic navigation K Schreiber, T Wunderlich, P Spilger, S Billaudelle, B Cramer, ... arXiv preprint arXiv:2401.00473, 2023	3*	2023
Adjoint equations of spiking neural networks CG Pehle	3	2021

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors