Klaus R. Pawelzik

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 6

Top Topics

Gaussian Kernels

Empirical Analysis

Top Venues

Frontiers Comput. Neurosci.

Publications

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)
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 (2021)
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)
David Rotermund, Klaus R. Pawelzik
Back-Propagation Learning in Deep Spike-By-Spike Networks. Frontiers Comput. Neurosci. 13 (2019)
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) (2017)
Maren Westkott, Klaus R. Pawelzik
A Comprehensive Account of Sound Sequence Imitation in the Songbird. Frontiers Comput. Neurosci. 10 (2016)
Christian Albers, Joscha Tapani Schmiedt, Klaus R. Pawelzik
Theta-specific susceptibility in a model of adaptive synaptic plasticity. Frontiers Comput. Neurosci. 7 (2013)
Udo A. Ernst, Sunita Mandon, Nadja Schinkel-Bielefeld, Simon D. Neitzel, Andreas K. Kreiter, Klaus R. Pawelzik
Optimality of Human Contour Integration. PLoS Comput. Biol. 8 (5) (2012)
Felix Patzelt, Markus Riegel, Udo Ernst, Klaus R. Pawelzik
Self-organized critical noise amplification in human closed loop control. Frontiers Comput. Neurosci. 1 (2007)
David Rotermund, Udo A. Ernst, Klaus R. Pawelzik
Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals. Biol. Cybern. 95 (3) (2006)
Nadja Schinkel, Klaus R. Pawelzik, Udo A. Ernst
Optimal contour integration: When additive algorithms fail. Neurocomputing 69 (10-12) (2006)
Udo A. Ernst, Sunita Mandon, Klaus R. Pawelzik, Andreas K. Kreiter
How ideal do macaque monkeys integrate contours? Neurocomputing (2004)
Hans-Ulrich Bauer, Klaus R. Pawelzik
Quantifying the neighborhood preservation of self-organizing feature maps. IEEE Trans. Neural Networks 3 (4) (1992)