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ORCIDHerbert Jaeger
Person information
- affiliation: University of Groningen, The Netherlands
- affiliation (former): Jacobs University Bremen, Electrical Engineering and Computer Science Department, Germany
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Books and Theses
- 1994
[b1]Herbert Jaeger:
Dynamische Symbolsysteme = (Dynamic symbol system). Bielefeld University, Germany, 1994, pp. 1-162
Journal Articles
- 2021
- [j24]Herbert Jaeger
:
Towards a generalized theory comprising digital, neuromorphic and unconventional computing. Neuromorph. Comput. Eng. 1(1): 12002 (2021) - 2019
- [j23]Fatemeh Hadaeghi, Herbert Jaeger:
Computing optimal discrete readout weights in reservoir computing is NP-hard. Neurocomputing 338: 233-236 (2019) - 2017
- [j22]Herbert Jaeger:
Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns. J. Mach. Learn. Res. 18: 13:1-13:43 (2017) - 2016
- [j21]Herbert Jaeger:
Artificial intelligence: Deep neural reasoning. Nat. 538(7626): 467-468 (2016) - 2015
- [j20]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: 103-147 (2015) - 2014
- [j19]Francis Wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger:
Frequency modulation of large oscillatory neural networks. Biol. Cybern. 108(2): 145-157 (2014) - [j18]Mathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger:
Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes. Neural Networks 56: 10-21 (2014) - [j17]Manjunath Gandhi, Herbert Jaeger:
The Dynamics of Random Difference Equations Is Remodeled by Closed Relations. SIAM J. Math. Anal. 46(1): 459-483 (2014) - 2013
- [j16]Manjunath Gandhi, Herbert Jaeger:
Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks. Neural Comput. 25(3): 671-696 (2013) - 2012
- [j15]Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen:
Reservoir Computing Trends. Künstliche Intell. 26(4): 365-371 (2012) - [j14]Izzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel:
Re-visiting the echo state property. Neural Networks 35: 1-9 (2012) - 2011
- [j13]Razvan Pascanu, Herbert Jaeger:
A neurodynamical model for working memory. Neural Networks 24(2): 199-207 (2011) - 2010
- [j12]Mingjie Zhao, Herbert Jaeger:
Norm-Observable Operator Models. Neural Comput. 22(7): 1927-1959 (2010) - 2009
- [j11]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): 89 (2009) - [j10]Mantas Lukosevicius, Herbert Jaeger:
Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. 3(3): 127-149 (2009) - [j9]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): 2687-2712 (2009) - [j8]Mingjie Zhao, Herbert Jaeger, Michael R. Thon:
Making the Error-Controlling Algorithm of Observable Operator Models Constructive. Neural Comput. 21(12): 3460-3486 (2009) - [j7]Alexander Schönhuth, Herbert Jaeger:
Characterization of ergodic hidden Markov sources. IEEE Trans. Inf. Theory 55(5): 2107-2118 (2009) - 2007
- [j6]Herbert Jaeger, Wolfgang Maass, José Carlos Príncipe:
Special issue on echo state networks and liquid state machines. Neural Networks 20(3): 287-289 (2007) - [j5]Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert:
Optimization and applications of echo state networks with leaky- integrator neurons. Neural Networks 20(3): 335-352 (2007) - [j4]Herbert Jaeger:
Echo state network. Scholarpedia 2(9): 2330 (2007) - 2000
- [j3]Herbert Jaeger:
Observable Operator Models for Discrete Stochastic Time Series. Neural Comput. 12(6): 1371-1398 (2000) - 1998
- [j2]Herbert Jaeger, Thomas Christaller:
Dual dynamics: Designing behavior systems for autonomous robots. Artif. Life Robotics 2(3): 108-112 (1998) - 1990
- [j1]Petra Getfert, Herbert Jaeger, Josef Meyer-Fujara:
ICAI-89 und Cognitive Science Conference - zwei ungleiche Geschwister. Künstliche Intell. 4(1): 23-24 (1990)
Conference and Workshop Papers
- 2019
- [c12]Matthias Porranzl, Christoph Wagner, Herbert Jaeger, Andreas Stelzer:
77-GHz Active Quasi-Circulator based Monostatic Radar with LO Feed-Through Functionality. IEEE SENSORS 2019: 1-4 - [c11]Xu He, Tianlin Liu, Fatemeh Hadaeghi, Herbert Jaeger:
Reservoir Transfer on Analog Neuromorphic Hardware. NER 2019: 1234-1238 - 2018
- [c10]Xu He, Herbert Jaeger:
Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation. ICLR (Poster) 2018 - 2012
- [c9]Manjunath Gandhi, Peter Tiño, Herbert Jaeger:
Theory of Input Driven Dynamical Systems. ESANN 2012 - 2006
- [c8]Herbert Jaeger, Douglas Eck:
Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal. ZiF Workshop 2006: 310-335 - 2005
- [c7]Herbert Jaeger, Mingjie Zhao, Andreas Kolling:
Efficient Estimation of OOMs. NIPS 2005: 555-562 - 2002
- [c6]Joachim Hertzberg, Herbert Jaeger, Frank Schönherr:
Learning to Ground Fact Symbols in Behavior-Based Robots. ECAI 2002: 708-712 - [c5]Herbert Jaeger:
Adaptive Nonlinear System Identification with Echo State Networks. NIPS 2002: 593-600 - 2000
- [c4]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: 579-582 - 1999
- [c3]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: 231-242 - [c2]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: 711-714 - 1991
- [c1]Herbert Jaeger:
An Introduction to Dynamic Concept Systems. PDK 1991: 87-106
Informal and Other Publications
- 2023
- [i8]Herbert Jaeger, Francky Catthoor:
Timescales: the choreography of classical and unconventional computing. CoRR abs/2301.00893 (2023) - [i7]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 abs/2307.15408 (2023) - 2021
- [i6]Herbert Jaeger, Dirk Doorakkers, Celestine Lawrence, Giacomo Indiveri:
Dimensions of Timescales in Neuromorphic Computing Systems. CoRR abs/2102.10648 (2021) - 2020
- [i5]Herbert Jaeger:
Exploring the landscapes of "computing": digital, neuromorphic, unconventional - and beyond. CoRR abs/2011.12013 (2020) - 2018
- [i4]Fatemeh Hadaeghi, Herbert Jaeger:
Computing optimal discrete readout weights in reservoir computing is NP-hard. CoRR abs/1809.01021 (2018) - 2017
- [i3]Xu He, Herbert Jaeger:
Overcoming Catastrophic Interference by Conceptors. CoRR abs/1707.04853 (2017) - 2014
- [i2]Herbert Jaeger:
Controlling Recurrent Neural Networks by Conceptors. CoRR abs/1403.3369 (2014) - [i1]Herbert Jaeger:
Conceptors: an easy introduction. CoRR abs/1406.2671 (2014)
Coauthor Index
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