Herbert Jaeger

According to our database, Herbert Jaeger authored at least 45 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Toward a formal theory for computing machines made out of whatever physics offers: extended version.

Herbert Jaeger, Beatriz Noheda, Wilfred G. van der Wiel

CoRR, 2023

Timescales: the choreography of classical and unconventional computing.

Herbert Jaeger, Francky Catthoor

CoRR, 2023

2021

Towards a generalized theory comprising digital, neuromorphic and unconventional computing.

Herbert Jaeger

Neuromorph. Comput. Eng., 2021

Dimensions of Timescales in Neuromorphic Computing Systems.

Herbert Jaeger, Dirk Doorakkers, Celestine Lawrence, Giacomo Indiveri

CoRR, 2021

2020

Exploring the landscapes of "computing": digital, neuromorphic, unconventional - and beyond.

Herbert Jaeger

CoRR, 2020

2019

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

Fatemeh Hadaeghi, Herbert Jaeger

Neurocomputing, 2019

Reservoir Transfer on Analog Neuromorphic Hardware.

Xu He, Tianlin Liu, Fatemeh Hadaeghi, Herbert Jaeger

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

77-GHz Active Quasi-Circulator based Monostatic Radar with LO Feed-Through Functionality.

Matthias Porranzl, Christoph Wagner, Herbert Jaeger, Andreas Stelzer

Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

2018

Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation.

Xu He, Herbert Jaeger

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns.

Herbert Jaeger

J. Mach. Learn. Res., 2017

Overcoming Catastrophic Interference by Conceptors.

Xu He, Herbert Jaeger

CoRR, 2017

2016

Artificial intelligence: Deep neural reasoning.

Herbert Jaeger

Nat., 2016

2015

Links between multiplicity automata, observable operator models and predictive state representations: a unified learning framework.

Michael R. Thon, Herbert Jaeger

J. Mach. Learn. Res., 2015

2014

The Dynamics of Random Difference Equations Is Remodeled by Closed Relations.

Manjunath Gandhi, Herbert Jaeger

SIAM J. Math. Anal., 2014

Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes.

Mathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger

Neural Networks, 2014

Conceptors: an easy introduction.

Herbert Jaeger

CoRR, 2014

Controlling Recurrent Neural Networks by Conceptors.

Herbert Jaeger

CoRR, 2014

Frequency modulation of large oscillatory neural networks.

Francis Wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger

Biol. Cybern., 2014

2013

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

Manjunath Gandhi, Herbert Jaeger

Neural Comput., 2013

2012

Re-visiting the echo state property.

Izzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel

Neural Networks, 2012

Reservoir Computing Trends.

Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen

Künstliche Intell., 2012

Theory of Input Driven Dynamical Systems.

Manjunath Gandhi, Peter Tiño, Herbert Jaeger

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

A neurodynamical model for working memory.

Razvan Pascanu, Herbert Jaeger

Neural Networks, 2011

2010

Norm-Observable Operator Models.

Mingjie Zhao, Herbert Jaeger

Neural Comput., 2010

2009

Characterization of ergodic hidden Markov sources.

Alexander Schönhuth, Herbert Jaeger

IEEE Trans. Inf. Theory, 2009

Making the Error-Controlling Algorithm of Observable Operator Models Constructive.

Mingjie Zhao, Herbert Jaeger, Michael R. Thon

Neural Comput., 2009

A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm.

Mingjie Zhao, Herbert Jaeger, Michael R. Thon

Neural Comput., 2009

Reservoir computing approaches to recurrent neural network training.

Mantas Lukosevicius, Herbert Jaeger

Comput. Sci. Rev., 2009

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

Herbert Jaeger, Thomas Kammer, Gregor Schöner

Cogn. Process., 2009

2007

Echo state network.

Herbert Jaeger

Scholarpedia, 2007

Special issue on echo state networks and liquid state machines.

Herbert Jaeger, Wolfgang Maass, José Carlos Príncipe

Neural Networks, 2007

Optimization and applications of echo state networks with leaky- integrator neurons.

Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert

Neural Networks, 2007

2006

Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal.

Herbert Jaeger, Douglas Eck

Proceedings of the Modeling Communication with Robots and Virtual Humans, 2006

2005

Efficient Estimation of OOMs.

Herbert Jaeger, Mingjie Zhao, Andreas Kolling

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Reservoir riddles: suggestions for echo state network research.

Herbert Jaeger

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

2002

Adaptive Nonlinear System Identification with Echo State Networks.

Herbert Jaeger

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Learning to Ground Fact Symbols in Behavior-Based Robots.

Joachim Hertzberg, Herbert Jaeger, Frank Schönherr

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2000

Observable Operator Models for Discrete Stochastic Time Series.

Herbert Jaeger

Neural Comput., 2000

GMD-Robots.

Ansgar Bredenfeld, Thomas Christaller, Horst Günther, Jörg Hermes, Giovanni Indiveri, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg

Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000

1999

Description of the GMD RoboCup-99 Team.

Ansgar Bredenfeld, Wolf Göhring, Horst Günther, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg, Arend Streit, Christian Verbeek, Jörg Wilberg

Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999

Behavior Engineering with "Dual Dynamics" Models and Design Tools.

Ansgar Bredenfeld, Thomas Christaller, Wolf Göhring, Horst Günther, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg, Arend Streit, Christian Verbeek, Jörg Wilberg

Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999

1998

Dual dynamics: Designing behavior systems for autonomous robots.

Herbert Jaeger, Thomas Christaller

Artif. Life Robotics, 1998

1994

Dynamische Symbolsysteme = (Dynamic symbol system).

Herbert Jaeger

PhD thesis, 1994

1991

An Introduction to Dynamic Concept Systems.

Herbert Jaeger

Proceedings of the Processing Declarative Knowledge, 1991

1990

ICAI-89 und Cognitive Science Conference - zwei ungleiche Geschwister.

Petra Getfert, Herbert Jaeger, Josef Meyer-Fujara

Künstliche Intell., 1990