Thomas Natschläger

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

Wolfgang Maass, Thomas Natschläger, Henry Markram · Neural Computation · 2002 · 4K citations · Full text

Computing, Computer Science, Dynamical Systems +16

Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks

Nils Bertschinger, Thomas Natschläger · Neural Computation · 2004 · 846 citations

Natural Sciences, Computer Science, Complex Systems +16

Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

Werner Zellinger, Thomas Grubinger, Edwin Lughofer et al. · arXiv (Cornell University) · 2017 · 215 citations · Full text

Computing, Computer Science, Machine Learning +16

Spatial and temporal pattern analysis via spiking neurons

Thomas Natschläger, Berthold Ruf · Network Computation in Neural Systems · 1998 · 163 citations

Life Sciences, Neuroscience, Computational Neuroscience +14

The "Liquid Computer": A Novel Strategy for Real-Time Computing on Time Series

Thomas Natschläger, Wolfgang Maass, Henry Markram · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2002 · 124 citations · Full text

Computing, Computer Science, Neuroscience +17