Herbert Jaeger

46 papers A 1B 2C 3Journal 32Unranked 7

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Timescales: the choreography of classical and unconventional computing. CoRR Herbert Jaeger, Francky Catthoor
2023	J	`jnl`	Toward a formal theory for computing machines made out of whatever physics offers: extended version. CoRR Herbert Jaeger, Beatriz Noheda, Wilfred G. van der Wiel
2021	J	`jnl`	Dimensions of Timescales in Neuromorphic Computing Systems. CoRR Herbert Jaeger, Dirk Doorakkers, Celestine Lawrence, Giacomo Indiveri
2021	J	`jnl`	Towards a generalized theory comprising digital, neuromorphic and unconventional computing. Neuromorph. Comput. Eng. Herbert Jaeger
2020	J	`jnl`	Exploring the landscapes of "computing": digital, neuromorphic, unconventional - and beyond. CoRR Herbert Jaeger
2019	—	`conf`	77-GHz Active Quasi-Circulator based Monostatic Radar with LO Feed-Through Functionality. IEEE SENSORS Matthias Porranzl, Christoph Wagner, Herbert Jaeger, Andreas Stelzer
2019	J	`jnl`	Computing optimal discrete readout weights in reservoir computing is NP-hard. Neurocomputing Fatemeh Hadaeghi, Herbert Jaeger
2019	—	`conf`	Reservoir Transfer on Analog Neuromorphic Hardware. NER Xu He, Tianlin Liu, Fatemeh Hadaeghi, Herbert Jaeger
2018	J	`jnl`	Computing optimal discrete readout weights in reservoir computing is NP-hard. CoRR Fatemeh Hadaeghi, Herbert Jaeger
2018	—	`conf`	Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation. ICLR (Poster) Xu He, Herbert Jaeger
2017	J	`jnl`	Overcoming Catastrophic Interference by Conceptors. CoRR Xu He, Herbert Jaeger
2017	J	`jnl`	Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns. J. Mach. Learn. Res. Herbert Jaeger
2016	J	`jnl`	Artificial intelligence: Deep neural reasoning. Nat. Herbert Jaeger
2015	J	`jnl`	Links between multiplicity automata, observable operator models and predictive state representations: a unified learning framework. J. Mach. Learn. Res. Michael R. Thon, Herbert Jaeger
2014	J	`jnl`	Conceptors: an easy introduction. CoRR Herbert Jaeger
2014	J	`jnl`	Controlling Recurrent Neural Networks by Conceptors. CoRR Herbert Jaeger
2014	J	`jnl`	Frequency modulation of large oscillatory neural networks. Biol. Cybern. Francis Wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger
2014	J	`jnl`	Relative entropy minimizing noisy non-linear neural network to approximate stochastic processes. Neural Networks Mathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger
2014	J	`jnl`	The Dynamics of Random Difference Equations Is Remodeled by Closed Relations. SIAM J. Math. Anal. Manjunath Gandhi, Herbert Jaeger
2013	J	`jnl`	Echo State Property Linked to an Input: Exploring a Fundamental Characteristic of Recurrent Neural Networks. Neural Comput. Manjunath Gandhi, Herbert Jaeger
2012	J	`jnl`	Re-visiting the echo state property. Neural Networks Izzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel
2012	J	`jnl`	Reservoir Computing Trends. Künstliche Intell. Mantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen
2012	B	`conf`	Theory of Input Driven Dynamical Systems. ESANN Manjunath Gandhi, Peter Tiño, Herbert Jaeger
2011	J	`jnl`	A neurodynamical model for working memory. Neural Networks Razvan Pascanu, Herbert Jaeger
2010	J	`jnl`	Norm-Observable Operator Models. Neural Comput. Ming-Jie Zhao, Herbert Jaeger
2009	J	`jnl`	A Bound on Modeling Error in Observable Operator Models and an Associated Learning Algorithm. Neural Comput. Mingjie Zhao, Herbert Jaeger, Michael R. Thon
2009	J	`jnl`	Announcing the Interdisciplinary College 2009 (IK 2009) - 6-13 March, 2009 at Günne, a charming village at Lake Möhne in central Germany. Cogn. Process. Herbert Jaeger, Thomas Kammer, Gregor Schöner
2009	J	`jnl`	Characterization of ergodic hidden Markov sources. IEEE Trans. Inf. Theory Alexander Schönhuth, Herbert Jaeger
2009	J	`jnl`	Making the Error-Controlling Algorithm of Observable Operator Models Constructive. Neural Comput. Mingjie Zhao, Herbert Jaeger, Michael R. Thon
2009	J	`jnl`	Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. Mantas Lukosevicius, Herbert Jaeger
2007	J	`jnl`	Echo state network. Scholarpedia Herbert Jaeger
2007	J	`jnl`	Optimization and applications of echo state networks with leaky- integrator neurons. Neural Networks Herbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert
2007	J	`jnl`	Special issue on echo state networks and liquid state machines. Neural Networks Herbert Jaeger, Wolfgang Maass, José Carlos Príncipe
2006	—	`conf`	Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal. ZiF Workshop Herbert Jaeger, Douglas Eck
2005	—	`conf`	Efficient Estimation of OOMs. NIPS Herbert Jaeger, Mingjie Zhao, Andreas Kolling
2005	B	`conf`	Reservoir riddles: suggestions for echo state network research. IJCNN Herbert Jaeger
2002	—	`conf`	Adaptive Nonlinear System Identification with Echo State Networks. NIPS Herbert Jaeger
2002	A	`conf`	Learning to Ground Fact Symbols in Behavior-Based Robots. ECAI Joachim Hertzberg, Herbert Jaeger, Frank Schönherr
2000	C	`conf`	GMD-Robots. RoboCup Ansgar Bredenfeld, Thomas Christaller, Horst Günther, Jörg Hermes, Giovanni Indiveri, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg
2000	J	`jnl`	Observable Operator Models for Discrete Stochastic Time Series. Neural Comput. Herbert Jaeger
1999	C	`conf`	Behavior Engineering with "Dual Dynamics" Models and Design Tools. RoboCup 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
1999	C	`conf`	Description of the GMD RoboCup-99 Team. RoboCup Ansgar Bredenfeld, Wolf Göhring, Horst Günther, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg, Arend Streit, Christian Verbeek, Jörg Wilberg
1998	J	`jnl`	Dual dynamics: Designing behavior systems for autonomous robots. Artif. Life Robotics Herbert Jaeger, Thomas Christaller
1994	—	`—`	Dynamische Symbolsysteme = (Dynamic symbol system). Herbert Jaeger
1991	—	`conf`	An Introduction to Dynamic Concept Systems. PDK Herbert Jaeger
1990	J	`jnl`	ICAI-89 und Cognitive Science Conference - zwei ungleiche Geschwister. Künstliche Intell. Petra Getfert, Herbert Jaeger, Josef Meyer-Fujara