Klaus R. Pawelzik

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Including local feature interactions in deep non-negative matrix factorization networks improves performance.
CoRR
Mahbod Nouri, David Rotermund, Alberto García Ortiz, Klaus R. Pawelzik
2025 J jnl
Interleaving cortex-analog mixing improves deep non-negative matrix factorization networks.
Frontiers Comput. Neurosci.
Mahbod Nouri, David Rotermund, Alberto García Ortiz, Klaus R. Pawelzik
2023 — conf
Empirical Analysis of Full-System Approximation on Non-Spiking and Spiking Neural Networks.
MOCAST
Amir Najafi, David Rotermund, Ardalan Najafi, Klaus R. Pawelzik, Alberto García Ortiz
2021 J jnl
Accelerating Spike-by-Spike Neural Networks on FPGA With Hybrid Custom Floating-Point and Logarithmic Dot-Product Approximation.
IEEE Access
Yarib Nevarez, David Rotermund, Klaus R. Pawelzik, Alberto García Ortiz
2020 — conf
Accelerator Framework of Spike-By-Spike Neural Networks for Inference and Incremental Learning in Embedded Systems.
MOCAST
Yarib Nevarez, Alberto García Ortiz, David Rotermund, Klaus R. Pawelzik
2019 J jnl
Back-Propagation Learning in Deep Spike-By-Spike Networks.
Frontiers Comput. Neurosci.
David Rotermund, Klaus R. Pawelzik
2017 J jnl
Implications for a Wireless, External Device System to Study Electrocorticography.
Sensors
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
2016 J jnl
A Comprehensive Account of Sound Sequence Imitation in the Songbird.
Frontiers Comput. Neurosci.
Maren Westkott, Klaus R. Pawelzik
2013 J jnl
Theta-specific susceptibility in a model of adaptive synaptic plasticity.
Frontiers Comput. Neurosci.
Christian Albers, Joscha Tapani Schmiedt, Klaus R. Pawelzik
2012 J jnl
Optimality of Human Contour Integration.
PLoS Comput. Biol.
Udo A. Ernst, Sunita Mandon, Nadja Schinkel-Bielefeld, Simon D. Neitzel, Andreas K. Kreiter, Klaus R. Pawelzik
2007 J jnl
Self-organized critical noise amplification in human closed loop control.
Frontiers Comput. Neurosci.
Felix Patzelt, Markus Riegel, Udo Ernst, Klaus R. Pawelzik
2006 J jnl
Optimal contour integration: When additive algorithms fail.
Neurocomputing
Nadja Schinkel, Klaus R. Pawelzik, Udo A. Ernst
2006 J jnl
Towards On-line Adaptation of Neuro-prostheses with Neuronal Evaluation Signals.
Biol. Cybern.
David Rotermund, Udo A. Ernst, Klaus R. Pawelzik
2004 J jnl
How ideal do macaque monkeys integrate contours?
Neurocomputing
Udo A. Ernst, Sunita Mandon, Klaus R. Pawelzik, Andreas K. Kreiter
1992 J jnl
Quantifying the neighborhood preservation of self-organizing feature maps.
IEEE Trans. Neural Networks
Hans-Ulrich Bauer, Klaus R. Pawelzik