Herbert Jaeger

According to our database1, Herbert Jaeger authored at least 33 papers between 1990 and 2019.

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Bibliography

2019
Computing optimal discrete readout weights in reservoir computing is NP-hard.
Neurocomputing, 2019

2018
Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns.
Journal of Machine Learning Research, 2017

2016
Artificial intelligence: Deep neural reasoning.
Nature, 2016

2015
Links between multiplicity automata, observable operator models and predictive state representations: a unified learning framework.
Journal of Machine Learning Research, 2015

2014
The Dynamics of Random Difference Equations Is Remodeled by Closed Relations.
SIAM J. Math. Analysis, 2014

Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes.
Neural Networks, 2014

Frequency modulation of large oscillatory neural networks.
Biological Cybernetics, 2014

2013
Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks.
Neural Computation, 2013

2012
Re-visiting the echo state property.
Neural Networks, 2012

Reservoir Computing Trends.
KI, 2012

Theory of Input Driven Dynamical Systems.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
A neurodynamical model for working memory.
Neural Networks, 2011

2010
Norm-Observable Operator Models.
Neural Computation, 2010

2009
Characterization of ergodic hidden Markov sources.
IEEE Trans. Information Theory, 2009

Making the Error-Controlling Algorithm of Observable Operator Models Constructive.
Neural Computation, 2009

A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm.
Neural Computation, 2009

Reservoir computing approaches to recurrent neural network training.
Computer Science Review, 2009

Announcing the Interdisciplinary College 2009 (IK 2009) - 6-13 March, 2009 at Günne, a charming village at Lake Möhne in central Germany.
Cognitive Processing, 2009

2007
Echo state network.
Scholarpedia, 2007

Special issue on echo state networks and liquid state machines.
Neural Networks, 2007

Optimization and applications of echo state networks with leaky- integrator neurons.
Neural Networks, 2007

2006
Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal.
Proceedings of the Modeling Communication with Robots and Virtual Humans, 2006

2005
Efficient Estimation of OOMs.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2002
Adaptive Nonlinear System Identification with Echo State Networks.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Learning to Ground Fact Symbols in Behavior-Based Robots.
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, 2002

2000
Observable Operator Models for Discrete Stochastic Time Series.
Neural Computation, 2000


1999
Description of the GMD RoboCup-99 Team.
Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999

Behavior Engineering with "Dual Dynamics" Models and Design Tools.
Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999

1994
Dynamische Symbolsysteme = (Dynamic symbol system).
PhD thesis, 1994

1991
An Introduction to Dynamic Concept Systems.
Proceedings of the Processing Declarative Knowledge, 1991

1990
ICAI-89 und Cognitive Science Conference - zwei ungleiche Geschwister.
KI, 1990


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