Metric entropy limits on recurrent neural network learning of linear dynamical systems

Applied and Computational Harmonic Analysis ◽

10.1016/j.acha.2021.12.004 ◽

2021 ◽

Author(s):

Clemens Hutter ◽

Recep Gül ◽

Helmut Bölcskei

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Metric Entropy ◽

Linear Dynamical Systems ◽

Neural Network Learning ◽

Network Learning

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An analog VLSI recurrent neural network learning a continuous-time trajectory

IEEE Transactions on Neural Networks ◽

10.1109/72.485671 ◽

1996 ◽

Vol 7 (2) ◽

pp. 346-361 ◽

Author(s):

G. Cauwenberghs

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Continuous Time ◽

Analog Vlsi ◽

Neural Network Learning ◽

Network Learning

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A New Recurrent Neural Network Learning Algorithm for Time Series Prediction

Journal of Intelligent Systems ◽

10.1515/jisys.1997.7.1-2.103 ◽

1997 ◽

Vol 7 (1-2) ◽

Author(s):

P.G. Madhavan

Keyword(s):

Neural Network ◽

Time Series ◽

Recurrent Neural Network ◽

Learning Algorithm ◽

Time Series Prediction ◽

Neural Network Learning ◽

Network Learning

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Recurrent Neural Network learning by adaptive genetic operators: Case study: Phonemes recognition

2012 6th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) ◽

10.1109/setit.2012.6482023 ◽

2012 ◽

Author(s):

Hanen Chihi ◽

Najet Arous

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Genetic Operators ◽

Neural Network Learning ◽

Network Learning

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Finite Memory Estimation-Based Recurrent Neural Network Learning Algorithm for Accurate Identification of Unknown Nonlinear Systems

2019 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci44817.2019.9002701 ◽

2019 ◽

Author(s):

Hyun Ho Kang ◽

Sang Su Lee ◽

Kwan Soo Kim ◽

Choon Ki Ahn

Keyword(s):

Neural Network ◽

Nonlinear Systems ◽

Recurrent Neural Network ◽

Learning Algorithm ◽

Accurate Identification ◽

Neural Network Learning ◽

Network Learning ◽

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Recurrent neural network learning for text routing

9th International Conference on Artificial Neural Networks: ICANN '99 ◽

10.1049/cp:19991226 ◽

1999 ◽

Author(s):

S. Wermter

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Neural Network Learning ◽

Network Learning

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Parallel Implementations of Recurrent Neural Network Learning

Adaptive and Natural Computing Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04921-7_11 ◽

2009 ◽

pp. 99-108 ◽

Author(s):

Uroš Lotrič ◽

Andrej Dobnikar

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Neural Network Learning ◽

Network Learning ◽

Parallel Implementations

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Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data

Artificial Neural Networks and Machine Learning – ICANN 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-61609-0_69 ◽

2020 ◽

pp. 874-886 ◽

Author(s):

Alessandro Salatiello ◽

Martin A. Giese

Keyword(s):

Neural Network ◽

Population Dynamics ◽

Recurrent Neural Network ◽

Neural Network Learning ◽

Neural Data ◽

Network Learning

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Fast and Scalable Recurrent Neural Network Learning based on Stochastic Meta-Descent

2007 American Control Conference ◽

10.1109/acc.2007.4282777 ◽

2007 ◽

Author(s):

Zhenzhen Liu ◽

Itamar Elhanany

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Neural Network Learning ◽

Network Learning

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Knowledge-guided recurrent neural network learning for task-oriented action prediction

2017 IEEE International Conference on Multimedia and Expo (ICME) ◽

10.1109/icme.2017.8019345 ◽

2017 ◽

Author(s):

Liang Lin ◽

Lili Huang ◽

Tianshui Chen ◽

Yukang Gan ◽

Hui Cheng

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Action Prediction ◽

Neural Network Learning ◽

Network Learning ◽

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Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2018.2859821 ◽

2019 ◽

Vol 10 (4) ◽

pp. 4435-4445 ◽

Author(s):

Peng Zeng ◽

Hepeng Li ◽

Haibo He ◽

Shuhui Li

Keyword(s):

Neural Network ◽

Dynamic Programming ◽

Energy Management ◽

Recurrent Neural Network ◽

Approximate Dynamic Programming ◽

Neural Network Learning ◽

Network Learning ◽

Deep Recurrent Neural Network ◽

Dynamic Energy Management

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