Johannes Schemmel
Ruprecht-Karls-Universität Heidelberg
H-index: 40
Europe-Germany
Top articles of Johannes Schemmel
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Large-scale Network Emulation on Analog Neuromorphic Hardware | arXiv preprint arXiv:2401.16840 | Elias Arnold Philipp Spilger Jan V Straub Eric Müller Dominik Dold | 2024/1/30 |
Lu. i--A low-cost electronic neuron for education and outreach | arXiv preprint arXiv:2404.16664 | Yannik Stradmann Julian Göltz Mihai A Petrovici Johannes Schemmel Sebastian Billaudelle | 2024/4/25 |
jaxsnn: Event-driven gradient estimation for analog neuromorphic hardware | arXiv preprint arXiv:2401.16841 | Eric Müller Moritz Althaus Elias Arnold Philipp Spilger Christian Pehle | 2024/1/30 |
The coming decade of digital brain research: A vision for neuroscience at the intersection of technology and computing | Katrin Amunts Andreas Rowald Spase Petkoski Maria V Sanchez-Vives Markus Axer | 2022 | |
Closing the loop: High-speed robotics with accelerated neuromorphic hardware | Frontiers in Neuroscience | Yannik Stradmann Johannes Schemmel | 2024/3/26 |
Qualitative switches in single-neuron spike dynamics on neuromorphic hardware: implementation, impact on network synchronization and relevance for plasticity | Neuromorphic Computing and Engineering | Liz Weerdmeester Nelson Niemeyer Paul Pfeiffer Sebastian Billaudelle Johannes Schemmel | 2024/2/20 |
Parametrizing analog multi-compartment neurons with genetic algorithms | Open Research Europe | Raphael Stock Jakob Kaiser Eric Müller Johannes Schemmel Sebastian Schmitt | 2023/9/8 |
Spiking neural network nonlinear demapping on neuromorphic hardware for IM/DD optical communication | Journal of Lightwave Technology | Elias Arnold Georg Böcherer Florian Strasser Eric Müller Philipp Spilger | 2023/3/6 |
Gradient-based methods for spiking physical systems | arXiv preprint arXiv:2309.10823 | Julian Göltz Sebastian Billaudelle Laura Kriener Luca Blessing Christian Pehle | 2023/8/29 |
Spiking neural network linear equalization: Experimental demonstration of 2km 100Gb/s IM/DD PAM4 optical transmission | Georg Böcherer Florian Strasser Elias Arnold Youxi Lin Johannes Schemmel | 2023/3/5 | |
Autocorrelations from emergent bistability in homeostatic spiking neural networks on neuromorphic hardware | Physical Review Research | Benjamin Cramer Markus Kreft Sebastian Billaudelle Vitali Karasenko Aron Leibfried | 2023/7/19 |
Emulating insect brains for neuromorphic navigation | arXiv preprint arXiv:2401.00473 | Korbinian Schreiber Timo Wunderlich Philipp Spilger Sebastian Billaudelle Benjamin Cramer | 2023/12/31 |
Event-based backpropagation for analog neuromorphic hardware | arXiv preprint arXiv:2302.07141 | Christian Pehle Luca Blessing Elias Arnold Eric Müller Johannes Schemmel | 2023/2/13 |
A flexible column parallel successive-approximation ADC for hybrid neuromorphic computing | Philipp Dauer Milena Czierlinski Sebastian Billaudelle Andreas Grübl Johannes Schemmel | 2023/6/18 | |
Simulation-based inference for model parameterization on analog neuromorphic hardware | Neuromorphic Computing and Engineering | Jakob Kaiser Raphael Stock Eric Müller Johannes Schemmel Sebastian Schmitt | 2023/11/7 |
Multi-compartment models with STDP on BrainScaleS-2 | Robin Dietrich Philipp Spilger Eric C Müller Alois C Knoll Johannes Schemmel | 2023 | |
hxtorch. snn: Machine-learning-inspired Spiking Neural Network Modeling on BrainScaleS-2 | Philipp Spilger Elias Arnold Luca Blessing Christian Mauch Christian Pehle | 2023/4/11 | |
From clean room to machine room: commissioning of the first-generation BrainScaleS wafer-scale neuromorphic system | Neuromorphic Computing and Engineering | Hartmut Schmidt José Montes Andreas Grübl Maurice Güttler Dan Husmann | 2023/9/25 |
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking | arXiv preprint arXiv:2304.04640 | Jason Yik Soikat Hasan Ahmed Zergham Ahmed Brian Anderson Andreas G Andreou | 2023/4/10 |
Surrogate gradients for analog neuromorphic computing | Proceedings of the National Academy of Sciences | Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grübl | 2022/1/25 |
Co-Authors
