Michael Pfeiffer
Orcid: 0000-0001-7159-3622Affiliations:
- Bosch Center for Artificial Intelligence, Renningen, Germany
- ETH Zurich, Switzerland (former)
- University of Zurich, Institute of Neuroinformatics, Switzerland (former)
- Graz University of Technology, Austria (former)
According to our database1,
Michael Pfeiffer
authored at least 38 papers
between 2007 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
How Many Events Make an Object? Improving Single-frame Object Detection on the 1 Mpx Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2021
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing.
CoRR, 2021
Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra.
CoRR, 2021
Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning.
Proceedings of the 9th International Conference on Learning Representations, 2021
Hybrid SNN-ANN: Energy-Efficient Classification and Object Detection for Event-Based Vision.
Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021
2020
A generative growth model for thalamocortical axonal branching in primary visual cortex.
PLoS Comput. Biol., 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
2018
2017
Medical Image Anal., 2017
2016
Theory and Tools for the Conversion of Analog to Spiking Convolutional Neural Networks.
CoRR, 2016
CoRR, 2016
Learning to be efficient: algorithms for training low-latency, low-compute deep spiking neural networks.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Wide dynamic range weights and biologically realistic synaptic dynamics for spike-based learning circuits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
2015
Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation.
CoRR, 2015
Live demonstration: Handwritten digit recognition using spiking deep belief networks on SpiNNaker.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Human vs. computer slot car racing using an event and frame-based DAVIS vision sensor.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Scalable energy-efficient, low-latency implementations of trained spiking Deep Belief Networks on SpiNNaker.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
Real-Time Gesture Interface Based on Event-Driven Processing From Stereo Silicon Retinas.
IEEE Trans. Neural Networks Learn. Syst., 2014
Developmental Self-Construction and -Configuration of Functional Neocortical Neuronal Networks.
PLoS Comput. Biol., 2014
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity.
Frontiers Comput. Neurosci., 2014
2013
Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity.
PLoS Comput. Biol., 2013
Proceedings of the Biomimetic and Biohybrid Systems, 2013
2012
Live demonstration: Gesture-based remote control using stereo pair of dynamic vision sensors.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Proceedings of the Machine Learning: ECML 2007, 2007