Deep Learning With Spiking Neurons: Opportunities and Challenges

by Michael Pfeiffer, Thomas Pfeil
Published 2018-10-01

Conversion of Continuous-Valued Deep Networks to Efficient Event-Driven Networks for Image Classification

by Bodo Rueckauer, Iulia-Alexandra Lungu, Yuhuang Hu, Michael Pfeiffer, Michael Pfeiffer, Shih-Chii Liu
Published 2017-12-01

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization

by Philipp Kainz, Michael Pfeiffer, Martin Urschler
Published 2017-10-01

A generative growth model for thalamocortical axonal branching in primary visual cortex.

by Pegah Kassraian-Fard, Michael Pfeiffer, Roman Bauer
Published 2020-02-01

Bayesian computation emerges in generic cortical microcircuits through spike-timing-dependent plasticity.

by Bernhard Nessler, Michael Pfeiffer, Lars Buesing, Wolfgang Maass
Published 2013-04-01

DVS Benchmark Datasets for Object Tracking, Action Recognition and Object Recognition

by Yuhuang Hu, Hongjie Liu, Michael Pfeiffer, Tobi Delbruck
Published 2016-08-01

Efficient Processing of Spatio-Temporal Data Streams With Spiking Neural Networks

by Alexander Kugele, Alexander Kugele, Thomas Pfeil, Michael Pfeiffer, Elisabetta Chicca
Published 2020-05-01

Training Deep Spiking Neural Networks using Backpropagation

by Jun Haeng Lee, Jun Haeng Lee, Tobi Delbruck, Michael Pfeiffer
Published 2016-11-01

Probing real sensory worlds of receivers with unsupervised clustering.

by Michael Pfeiffer, Manfred Hartbauer, Alexander B Lang, Wolfgang Maass, Heinrich Römer
Published 2012-01-01

Developmental self-construction and -configuration of functional neocortical neuronal networks.

by Roman Bauer, Frédéric Zubler, Sabina Pfister, Andreas Hauri, Michael Pfeiffer, Dylan R Muir, Rodney J Douglas
Published 2014-12-01