David Rotermund

15 papers A 1B 1Journal 8Unranked 4
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
2013 A conf
Development of a fully implantable recording system for ECoG signals.
DATE
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
2007 J jnl
Efficient Computation Based on Stochastic Spikes.
Neural Comput.
Udo Ernst, David Rotermund, Klaus Pawelzik
2007 — —
Extraction of information from the dynamical activities of neural networks.
David Rotermund
2006 B conf
On-line adaptation of neuro-prostheses with neuronal evaluation signals.
ESANN
Klaus Pawelzik, Udo A. Ernst, David Rotermund
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 — conf
An Algorithm for Fast Pattern Recognition with Random Spikes.
DAGM-Symposium
Udo A. Ernst, David Rotermund, Klaus Pawelzik
2002 — conf
Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution.
NIPS
Matthias Bethge, David Rotermund, Klaus Pawelzik
2002 J jnl
Optimal Short-Term Population Coding: When Fisher Information Fails.
Neural Comput.
Matthias Bethge, David Rotermund, Klaus Pawelzik