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2020 – today
- 2023
[c6]Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz:
Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks. MOCAST 2023: 1-5- 2021
- [j6]Yarib Nevarez
, David Rotermund, Klaus R. Pawelzik, Alberto García Ortiz:
Accelerating Spike-by-Spike Neural Networks on FPGA With Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation. IEEE Access 9: 80603-80620 (2021) - 2020
- [c5]Yarib Nevarez, Alberto García Ortiz, David Rotermund, Klaus R. Pawelzik:
Accelerator Framework of Spike-By-Spike Neural Networks for Inference and Incremental Learning in Embedded Systems. MOCAST 2020: 1-5
2010 – 2019
- 2019
- [j5]David Rotermund, Klaus R. Pawelzik:
Back-Propagation Learning in Deep Spike-By-Spike Networks. Frontiers Comput. Neurosci. 13: 55 (2019) - 2017
- [j4]David Rotermund, Jonas Pistor, Janpeter Hoeffmann, Tim Schellenberg, Dmitriy Boll, Elena Tolstosheeva, Dieter Gauck, Heiko Stemmann, Dagmar Peters-Drolshagen, Andreas K. Kreiter, Martin Schneider, Steffen Paul, Walter Lang, Klaus R. Pawelzik:
Implications for a Wireless, External Device System to Study Electrocorticography. Sensors 17(4): 761 (2017) - 2013
- [c4]Jonas Pistor, Janpeter Hoeffmann, David Rotermund, Elena Tolstosheeva, Tim Schellenberg, Dmitriy Boll, Víctor Gordillo-González, Sunita Mandon, Dagmar Peters-Drolshagen, Andreas K. Kreiter, Martin Schneider, Walter Lang, Klaus Pawelzik, Steffen Paul:
Development of a fully implantable recording system for ECoG signals. DATE 2013: 893-898
2000 – 2009
- 2007
- [b1]David Rotermund:
Extraction of information from the dynamical activities of neural networks. University of Bremen, Germany, 2007, pp. 1-281 - [j3]Udo Ernst, David Rotermund, Klaus Pawelzik:
Efficient Computation Based on Stochastic Spikes. Neural Comput. 19(5): 1313-1343 (2007) - 2006
- [j2]David Rotermund, Udo A. Ernst, Klaus R. Pawelzik:
Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals. Biol. Cybern. 95(3): 243-257 (2006) - [c3]Klaus Pawelzik, Udo A. Ernst, David Rotermund:
On-line adaptation of neuro-prostheses with neuronal evaluation signals. ESANN 2006: 53-58 - 2004
- [c2]Udo A. Ernst, David Rotermund, Klaus Pawelzik:
An Algorithm for Fast Pattern Recognition with Random Spikes. DAGM-Symposium 2004: 399-406 - 2002
- [j1]Matthias Bethge, David Rotermund, Klaus Pawelzik:
Optimal Short-Term Population Coding: When Fisher Information Fails. Neural Comput. 14(10): 2317-2351 (2002) - [c1]Matthias Bethge, David Rotermund, Klaus Pawelzik:
Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution. NIPS 2002: 189-196
Coauthor Index
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