Optoelectronic reservoir computing: tackling noise-induced performance degradation.
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L. Larger | M. C. Soriano | C. R. Mirasso | L. Pesquera | S. Ortı́n | D. Brunner | I. Fischer | C. Mirasso | Ingo Fischer | L. Pesquera | D. Brunner | L. Larger | S. Ortín
[1] Bing J. Sheu,et al. Photonic Neural Networks , 1995 .
[2] Benjamin Schrauwen,et al. Optoelectronic Reservoir Computing , 2011, Scientific Reports.
[3] Gilles Laurent,et al. Transient Dynamics for Neural Processing , 2008, Science.
[4] H. John,et al. Why future supercomputing requires optics , 2010 .
[5] Hübner,et al. Dimensions and entropies of chaotic intensity pulsations in a single-mode far-infrared NH3 laser. , 1989, Physical review. A, General physics.
[6] Sudeshna Sinha,et al. Introduction to focus issue: intrinsic and designed computation: information processing in dynamical systems--beyond the digital hegemony. , 2010, Chaos.
[7] K. Ikeda. Multiple-valued stationary state and its instability of the transmitted light by a ring cavity system , 1979 .
[8] Andreas S. Weigend,et al. Time Series Prediction: Forecasting the Future and Understanding the Past , 1994 .
[9] Laurent Larger,et al. Distinguishing fingerprints of hyperchaotic and stochastic dynamics in optical chaos from a delayed opto-electronic oscillator. , 2011, Optics letters.
[10] Harald Haas,et al. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication , 2004, Science.
[11] L. Appeltant,et al. Information processing using a single dynamical node as complex system , 2011, Nature communications.
[12] Benjamin Schrauwen,et al. An experimental unification of reservoir computing methods , 2007, Neural Networks.
[13] Henry Markram,et al. On the computational power of circuits of spiking neurons , 2004, J. Comput. Syst. Sci..
[14] L Pesquera,et al. Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing. , 2012, Optics express.
[15] Henry Markram,et al. Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations , 2002, Neural Computation.
[16] Benjamin Schrauwen,et al. Toward optical signal processing using photonic reservoir computing. , 2008, Optics express.
[17] Lijuan Cao,et al. Support vector machines experts for time series forecasting , 2003, Neurocomputing.
[18] Benjamin Schrauwen,et al. Parallel Reservoir Computing Using Optical Amplifiers , 2011, IEEE Transactions on Neural Networks.
[19] Laurent Larger,et al. Photonic nonlinear transient computing with multiple-delay wavelength dynamics. , 2012, Physical review letters.
[20] Laurent Larger,et al. Ikeda-based nonlinear delayed dynamics for application to secure optical transmission systems using chaos , 2004 .
[21] Laurent Larger,et al. Chaotic oscillator in wavelength: a new setup for investigating differential difference equations describing nonlinear dynamics , 1998 .
[22] H. John Caulfield,et al. Why future supercomputing requires optics , 2010 .
[23] Peter Tiño,et al. Minimum Complexity Echo State Network , 2011, IEEE Transactions on Neural Networks.
[24] Enrico Rubiola,et al. Dynamic instabilities of microwaves generated with optoelectronic oscillators. , 2007, Optics letters.
[25] J. O'Brien. Optical Quantum Computing , 2007, Science.
[26] Thomas J. Naughton,et al. Photonic neural networks , 2012, Nature Physics.
[27] Henry Markram,et al. On the Computational Power of Recurrent Circuits of Spiking Neurons , 2002, Electron. Colloquium Comput. Complex..
[28] Benjamin Schrauwen,et al. Information Processing Capacity of Dynamical Systems , 2012, Scientific Reports.