Herbert Jaeger

ORCID

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 13

Top Venues

Bielefeld University, Germany (PHD)

Education History

Bielefeld University, Germany

PHD

Publications

Herbert Jaeger, Francky Catthoor
Timescales: the choreography of classical and unconventional computing. CoRR (2023)
Herbert Jaeger, Beatriz Noheda, Wilfred G. van der Wiel
Toward a formal theory for computing machines made out of whatever physics offers: extended version. CoRR (2023)
Herbert Jaeger
Towards a generalized theory comprising digital, neuromorphic and unconventional computing. Neuromorph. Comput. Eng. 1 (1) (2021)
Herbert Jaeger, Dirk Doorakkers, Celestine Lawrence, Giacomo Indiveri
Dimensions of Timescales in Neuromorphic Computing Systems. CoRR (2021)
Herbert Jaeger
Exploring the landscapes of "computing": digital, neuromorphic, unconventional - and beyond. CoRR (2020)
Matthias Porranzl, Christoph Wagner, Herbert Jaeger, Andreas Stelzer
77-GHz Active Quasi-Circulator based Monostatic Radar with LO Feed-Through Functionality. IEEE SENSORS (2019)
Fatemeh Hadaeghi, Herbert Jaeger
Computing optimal discrete readout weights in reservoir computing is NP-hard. Neurocomputing 338 (2019)
Xu He, Tianlin Liu, Fatemeh Hadaeghi, Herbert Jaeger
Reservoir Transfer on Analog Neuromorphic Hardware. NER (2019)
Fatemeh Hadaeghi, Herbert Jaeger
Computing optimal discrete readout weights in reservoir computing is NP-hard. CoRR (2018)
Xu He, Herbert Jaeger
Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation. ICLR (Poster) (2018)
Xu He, Herbert Jaeger
Overcoming Catastrophic Interference by Conceptors. CoRR (2017)
Herbert Jaeger
Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns. J. Mach. Learn. Res. 18 (2017)
Herbert Jaeger
Artificial intelligence: Deep neural reasoning. Nat. 538 (7626) (2016)
Michael R. Thon, Herbert Jaeger
Links between multiplicity automata, observable operator models and predictive state representations: a unified learning framework. J. Mach. Learn. Res. 16 (2015)
Herbert Jaeger
Conceptors: an easy introduction. CoRR (2014)
Mathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes. Neural Networks 56 (2014)
Herbert Jaeger
Controlling Recurrent Neural Networks by Conceptors. CoRR (2014)
Francis Wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger
Frequency modulation of large oscillatory neural networks. Biol. Cybern. 108 (2) (2014)
Manjunath Gandhi, Herbert Jaeger
The Dynamics of Random Difference Equations Is Remodeled by Closed Relations. SIAM J. Math. Anal. 46 (1) (2014)
Manjunath Gandhi, Herbert Jaeger
Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks. Neural Comput. 25 (3) (2013)
Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen
Reservoir Computing Trends. Künstliche Intell. 26 (4) (2012)
Manjunath Gandhi, Peter Tiño, Herbert Jaeger
Theory of Input Driven Dynamical Systems. ESANN (2012)
Izzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel
Re-visiting the echo state property. Neural Networks 35 (2012)
Razvan Pascanu, Herbert Jaeger
A neurodynamical model for working memory. Neural Networks 24 (2) (2011)
Mingjie Zhao, Herbert Jaeger
Norm-Observable Operator Models. Neural Comput. 22 (7) (2010)
Herbert Jaeger, Thomas Kammer, Gregor Schöner
Announcing the Interdisciplinary College 2009 (IK 2009) - 6-13 March, 2009 at Günne, a charming village at Lake Möhne in central Germany. Cogn. Process. 10 (1) (2009)
Mingjie Zhao, Herbert Jaeger, Michael R. Thon
A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm. Neural Comput. 21 (9) (2009)
Mantas Lukosevicius, Herbert Jaeger
Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. 3 (3) (2009)
Mingjie Zhao, Herbert Jaeger, Michael R. Thon
Making the Error-Controlling Algorithm of Observable Operator Models Constructive. Neural Comput. 21 (12) (2009)
Alexander Schönhuth, Herbert Jaeger
Characterization of ergodic hidden Markov sources. IEEE Trans. Inf. Theory 55 (5) (2009)
Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert
Optimization and applications of echo state networks with leaky- integrator neurons. Neural Networks 20 (3) (2007)
Herbert Jaeger
Echo state network. Scholarpedia 2 (9) (2007)
Herbert Jaeger, Wolfgang Maass, José Carlos Príncipe
Special issue on echo state networks and liquid state machines. Neural Networks 20 (3) (2007)
Herbert Jaeger, Douglas Eck
Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal. ZiF Workshop (2006)
Herbert Jaeger, Mingjie Zhao, Andreas Kolling
Efficient Estimation of OOMs. NIPS (2005)
Joachim Hertzberg, Herbert Jaeger, Frank Schönherr
Learning to Ground Fact Symbols in Behavior-Based Robots. ECAI (2002)
Herbert Jaeger
Adaptive Nonlinear System Identification with Echo State Networks. NIPS (2002)
Herbert Jaeger
Observable Operator Models for Discrete Stochastic Time Series. Neural Comput. 12 (6) (2000)
Ansgar Bredenfeld, Thomas Christaller, Horst Günther, Jörg Hermes, Giovanni Indiveri, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg
GMD-Robots. RoboCup (2000)
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
Behavior Engineering with "Dual Dynamics" Models and Design Tools. RoboCup (1999)
Ansgar Bredenfeld, Wolf Göhring, Horst Günther, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg, Arend Streit, Christian Verbeek, Jörg Wilberg
Description of the GMD RoboCup-99 Team. RoboCup (1999)
Herbert Jaeger, Thomas Christaller
Dual dynamics: Designing behavior systems for autonomous robots. Artif. Life Robotics 2 (3) (1998)
Herbert Jaeger
An Introduction to Dynamic Concept Systems. PDK (1991)
Petra Getfert, Herbert Jaeger, Josef Meyer-Fujara
ICAI-89 und Cognitive Science Conference - zwei ungleiche Geschwister. Künstliche Intell. 4 (1) (1990)

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Publication Activity (10 Years)

Top Topics

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Herbert Jaeger