Dynamical Recurrent Neural Networks and Pattern Recognition Methods for Time Series Prediction - Application to Seeing and Temperature Forecasting in the Context of Eso's VLT Astronomical Weather Station
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[1] Marc S. Sarazin,et al. NOWCASTING ASTRONOMICAL SEEING: TOWARDS AN OPERATIONAL APPROACH , 1995 .
[2] James L. McClelland,et al. Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations , 1986 .
[3] George Cybenko,et al. Approximation by superpositions of a sigmoidal function , 1992, Math. Control. Signals Syst..
[4] E K Hege,et al. Evidence of a chaotic attractor in star-wander data. , 1991, Optics letters.
[5] Fionn Murtagh,et al. Fuzzy astronomical seeing nowcasts with a dynamical and recurrent connectionist network , 1996, Neurocomputing.
[6] L. B. Lmeida. Backpropagation in perceptrons with feedback , 1988 .
[7] J. Doyne Farmer,et al. Exploiting Chaos to Predict the Future and Reduce Noise , 1989 .
[8] George E. P. Box,et al. Time Series Analysis: Forecasting and Control , 1977 .
[9] L. B. Almeida,et al. BACKPROPAGATION IN PERCEPTRONS WITH FEEDBACK , 2022 .
[10] Les E. Atlas,et al. Recurrent neural networks and robust time series prediction , 1994, IEEE Trans. Neural Networks.
[11] Ronald J. Williams,et al. Experimental Analysis of the Real-time Recurrent Learning Algorithm , 1989 .
[12] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[13] David E. Rumelhart,et al. Predicting the Future: a Connectionist Approach , 1990, Int. J. Neural Syst..
[14] Mw Hirsch,et al. Chaos In Dynamical Systems , 2016 .
[15] Pineda,et al. Generalization of back-propagation to recurrent neural networks. , 1987, Physical review letters.
[16] P. Young,et al. Time series analysis, forecasting and control , 1972, IEEE Transactions on Automatic Control.
[17] R. Palmer,et al. Introduction to the theory of neural computation , 1994, The advanced book program.
[18] Marc S. Sarazin,et al. Statistical Prediction of Astronomical Seeing and of Telescope Thermal Environment , 1992 .
[19] Anders Krogh,et al. Introduction to the theory of neural computation , 1994, The advanced book program.
[20] Andreas S. Weigend,et al. The Future of Time Series: Learning and Understanding , 1993 .
[21] Sadaaki Miyamoto,et al. Fuzzy Sets in Information Retrieval and Cluster Analysis , 1990, Theory and Decision Library.
[22] Marc S. Sarazin,et al. NOWCASTING ASTRONOMICAL SEEING: A STUDY OF ESO LA SILLA AND PARANAL , 1993 .
[23] Andreas S. Weigend,et al. Time Series Prediction: Forecasting the Future and Understanding the Past , 1994 .
[24] D. B. Preston. Spectral Analysis and Time Series , 1983 .