On Reservoir Computing: From Mathematical Foundations to Unconventional Applications

Author:

Konkoli Zoran

Publisher

Springer International Publishing

Reference36 articles.

1. Maass, Wolfgang, Natschläger, Thomas, Markram, Henry: Real-time computing without stable states: a new framework for neural computation based on perturbations. Neural Comput. 14(11), 2531–2560 (2002)

2. Markram, H., Natschlger, T., Maass, W.: The “liquid computer”: A novel strategy for real-time computing on time series (special issue on foundations of information processing). TELEMATIK, 8, 39–43 (2002)

3. Jaeger, Herbert, Haas, Harald: Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. Science 304(5667), 78–80 (2004)

4. Jaeger., H.: The “echo state” approach to analysing and training recurrent neural networks. Technical Report GDM Report 148 (contains errors), German national research center for information technology (2001)

5. Jaeger, H.: The “echo state” approach to analysing and training recurrent neural networks - with an erratum note. Technical Report erratum to GDM Report 148, German national research center for information technology (2010)

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