Stochasticity from function -- why the Bayesian brain may need no noise

v1v2v3 (latest)

Stochasticity from function -- why the Bayesian brain may need no noise

21 September 2018

Johannes Schemmel

Mihai A. Petrovici

ArXiv (abs)PDF HTML

Papers citing "Stochasticity from function -- why the Bayesian brain may need no noise"

10 / 10 papers shown

Title
Is artificial consciousness achievable? Lessons from the human brain M. Farisco K. Evers J. Changeux 83 7 0 18 Apr 2024
Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons Sidi Yaya Arnaud Yarga Sean U. N. Wood 73 9 0 22 Jun 2023
Variational learning of quantum ground states on spiking neuromorphic hardware Robert Klassert A. Baumbach Mihai A. Petrovici M. Gärttner 59 7 0 30 Sep 2021
SpikE: spike-based embeddings for multi-relational graph data Dominik Dold J. Garrido GNN 61 10 0 27 Apr 2021
Spiking neuromorphic chip learns entangled quantum states Stefanie Czischek A. Baumbach Sebastian Billaudelle Benjamin Cramer Lukas Kades ... M. Oberthaler Johannes Schemmel Mihai A. Petrovici T. Gasenzer M. Gärttner 61 12 0 03 Aug 2020
Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks Agnes Korcsak-Gorzo Michael G. Müller A. Baumbach Luziwei Leng O. Breitwieser Sacha Jennifer van Albada Walter Senn K. Meier Robert Legenstein Mihai A. Petrovici 28 11 0 19 Jun 2020
Versatile emulation of spiking neural networks on an accelerated neuromorphic substrate Sebastian Billaudelle Yannik Stradmann Korbinian Schreiber Benjamin Cramer A. Baumbach ... V. Karasenko Walter Senn Mihai A. Petrovici Johannes Schemmel K. Meier 83 46 0 30 Dec 2019
Fast and energy-efficient neuromorphic deep learning with first-spike times Julian Goltz Laura Kriener A. Baumbach Sebastian Billaudelle O. Breitwieser ... Á. F. Kungl Walter Senn Johannes Schemmel K. Meier Mihai A. Petrovici 161 132 0 24 Dec 2019
An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications Hyeryung Jang Osvaldo Simeone Brian Gardner André Grüning 52 2 0 10 Dec 2018
Accelerated physical emulation of Bayesian inference in spiking neural networks Á. F. Kungl Sebastian Schmitt Johann Klähn Paul Müller A. Baumbach ... V. Karasenko Andreas Grübl Johannes Schemmel K. Meier Mihai A. Petrovici 53 36 0 06 Jul 2018