Herbert Jaeger - researchr alias

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Viewing Publication 1 - 36 from 36

2021

Towards a generalized theory comprising digital, neuromorphic and unconventional computingHerbert Jaeger. neuromorphic, 1(1):12002, 2021. [doi]

2019

Computing optimal discrete readout weights in reservoir computing is NP-hardFatemeh Hadaeghi, Herbert Jaeger. ijon, 338:233-236, 2019. [doi]

Reservoir Transfer on Analog Neuromorphic HardwareXu He, Tianlin Liu, Fatemeh Hadaeghi, Herbert Jaeger. ner 2019: 1234-1238 [doi]

77-GHz Active Quasi-Circulator based Monostatic Radar with LO Feed-Through FunctionalityMatthias Porranzl, Christoph Wagner, Herbert Jaeger, Andreas Stelzer. ieeesensors 2019: 1-4 [doi]

2018

Overcoming Catastrophic Interference using Conceptor-Aided BackpropagationXu He, Herbert Jaeger. iclr 2018: [doi]

2017

Using Conceptors to Manage Neural Long-Term Memories for Temporal PatternsHerbert Jaeger. jmlr, 18, 2017. [doi]

2016

Artificial intelligence: Deep neural reasoningHerbert Jaeger. nature, 538(7626):467-468, 2016. [doi]

2015

Links between multiplicity automata, observable operator models and predictive state representations: a unified learning frameworkMichael Thon, Herbert Jaeger. jmlr, 16:103-147, 2015. [doi]

2014

Relative entropy minimizing noisy non-linear neural network to approximate stochastic processesMathieu Galtier, Camille Marini, Gilles Wainrib, Herbert Jaeger. NN, 56:10-21, 2014. [doi]

Frequency modulation of large oscillatory neural networksFrancis Wyffels, Jiwen Li, Tim Waegeman, Benjamin Schrauwen, Herbert Jaeger. bc, 108(2):145-157, 2014. [doi]

2012

Theory of Input Driven Dynamical SystemsManjunath Gandhi, Peter Tiño, Herbert Jaeger. esann 2012: [doi]

Reservoir Computing TrendsMantas Lukosevicius, Herbert Jaeger, Benjamin Schrauwen. ki, 26(4):365-371, 2012. [doi]

Re-visiting the echo state propertyIzzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel. NN, 35:1-9, 2012. [doi]

2011

A neurodynamical model for working memoryRazvan Pascanu, Herbert Jaeger. NN, 24(2):199-207, 2011. [doi]

2010

Norm-Observable Operator ModelsMingjie Zhao, Herbert Jaeger. neco, 22(7):1927-1959, 2010. [doi]

2009

2007

Echo state networkHerbert Jaeger. scholarpedia, 2(9):2330, 2007. [doi]

Special issue on echo state networks and liquid state machinesHerbert Jaeger, Wolfgang Maass, José Carlos Príncipe. NN, 20(3):287-289, 2007. [doi]

Optimization and applications of echo state networks with leaky- integrator neuronsHerbert Jaeger, Mantas Lukosevicius, Dan Popovici, Udo Siewert. NN, 20(3):335-352, 2007. [doi]

2006

Can t Get You Out of My Head: A Connectionist Model of Cyclic RehearsalHerbert Jaeger, Douglas Eck. zif 2008: 310-335 [doi]

2005

Reservoir riddles: suggestions for echo state network researchHerbert Jaeger. ijcnn 2005: 1460-1462 [doi]

Efficient Estimation of OOMsHerbert Jaeger, Mingjie Zhao, Andreas Kolling. nips 2005: 555-562 [doi]

2002

Learning to Ground Fact Symbols in Behavior-Based RobotsJoachim Hertzberg, Herbert Jaeger, Frank Schönherr. ecai 2002: 708-712

Adaptive Nonlinear System Identification with Echo State NetworksHerbert Jaeger. nips 2003: 593-600 [doi]

2000

GMD-RobotsAnsgar Bredenfeld, Thomas Christaller, Horst Günther, Jörg Hermes, Giovanni Indiveri, Herbert Jaeger, Hans-Ulrich Kobialka, Paul-Gerhard Plöger, Peter Schöll, Andrea Siegberg. robocup 2001: 579-582 [doi]

Observable Operator Models for Discrete Stochastic Time SeriesHerbert Jaeger. neco, 12(6):1371-1398, 2000.

1999

1998

Dual dynamics: Designing behavior systems for autonomous robotsHerbert Jaeger, Thomas Christaller. alr, 2(3):108-112, 1998. [doi]

1994

Dynamische Symbolsysteme = (Dynamic symbol system)Herbert Jaeger. PhD thesis, Bielefeld University, Germany, 1994. [doi]

1991

An Introduction to Dynamic Concept SystemsHerbert Jaeger. pdk 1991: 87-106

1990

ICAI-89 und Cognitive Science Conference - zwei ungleiche GeschwisterPetra Getfert, Herbert Jaeger, Josef Meyer-Fujara. ki, 4(1):23-24, 1990.

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