esn.bib

@ARTICLE{esn:scholarpedia:2007,
AUTHOR = {Jaeger, H. },
TITLE   = {{E}cho state network},
YEAR	= 2007,
JOURNAL	= Scholarpedia,
VOLUME  = 2,
NUMBER  = 9,
PAGES   = 2330,
NOTE   = {{revision 151757}},
}

@article{esn:esn_crf,
  title={The echo state conditional random field model for sequential data modeling},
  author={Chatzis, Sotirios P and Demiris, Yiannis},
  journal={Expert Systems with Applications},
  volume={39},
  number={11},
  pages={10303--10309},
  year={2012},
  publisher={Elsevier}
}



@Inbook{esn:practical_guide,
author="Luko{\v{s}}evi{\v{c}}ius, Mantas",
editor="Montavon, Gr{\'e}goire
and Orr, Genevi{\`e}ve B.
and M{\"u}ller, Klaus-Robert",
title="A Practical Guide to Applying Echo State Networks",
bookTitle="Neural Networks: Tricks of the Trade: Second Edition",
year="2012",
publisher="Springer Berlin Heidelberg",
address="Berlin, Heidelberg",
pages="659--686",
isbn="978-3-642-35289-8",
doi="10.1007/978-3-642-35289-8_36",
url="http://dx.doi.org/10.1007/978-3-642-35289-8_36"
}

@article{esn:jaeger_tutorial,
  title={A tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the" echo state network" approach},
  author={Jaeger, Herbert}
}

@article{esn:jaeger:2001,
  title={The “echo state” approach to analysing and training recurrent neural networks-with an erratum note},
  author={Jaeger, Herbert},
  journal={Bonn, Germany: German National Research Center for Information Technology GMD Technical Report},
  volume={148},
  pages={34},
  year={2001}
}

@incollection{esn:NIPS:2003,
title = {Adaptive Nonlinear System Identification with Echo State Networks},
author = {Herbert Jaeger},
booktitle = {Advances in Neural Information Processing Systems 15},
editor = {S. Becker and S. Thrun and K. Obermayer},
pages = {609--616},
year = {2003},
publisher = {MIT Press},
url = {http://papers.nips.cc/paper/2318-adaptive-nonlinear-system-identification-with-echo-state-networks.pdf}
}

@article {esn:optimization_leaky_neurons,
	title = {Optimization and applications of echo state networks with leaky-integrator neurons},
	journal = {Neural Networks},
	volume = {20},
	number = {3},
	year = {2007},
	pages = {335-352},
	keywords = {ESN},
	issn = {0893-6080},
	doi = {10.1016/j.neunet.2007.04.016},
	url = {http://minds.jacobs-university.de/sites/default/files/uploads/papers/leakyESN.pdf},
	author = {Jaeger, Herbert and Mantas Luko{\v s}evi{\v c}ius and Dan Popovici and Udo Siewert}
}

@article {esn:learn_gs,
	title = {2007 Special Issue: Learning grammatical structure with Echo State Networks},
	journal = {Neural Networks},
	volume = {20},
	number = {3},
	year = {2007},
	pages = {424{\textendash}432},
	publisher = {Elsevier Science Ltd.},
	address = {Oxford, UK, UK},
	keywords = {ESN, reservoir computing, speech recognition},
	doi = {http://dx.doi.org/10.1016/j.neunet.2007.04.013},
	author = {Matthew H. Tong and Adam D. Bickett and Eric M. Christiansen and Garrison W. Cottrell}
}