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Bastien, F., Lamblin, P., Pascanu, R., Bergstra, J., Goodfellow, I., Bergeron, A., Bouchard, N., Warde-Farley, D., y Bengio, Y. (2012). Theano: new features and speed improvements. Deep Learning Workshop, NIPS 2012.

Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G., Turian, J. P., Warde-Farley, D., y Bengio, Y. (2010). Theano: a CPU and GPU math expression compiler in Python. Proceedings of the Python for Scientific Computing Conference (SciPy 2010).

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334. doi:10.1007/BF02310555.

Easton, V. J., y McColl, J. H. (2007). Statistics glossary: Sampling. Recuperado de http://www.stats.gla.ac.uk/steps/glossary/sampling.html

Famili, A., Shen, W.-M., Weber, R., y Simoudis, E. (1997). Data preprocessing and intelligent data analysis. Intelligent Data Analysis, 1(1), 3-23.

Fredrickson, B. L. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56(3), 218-226.

Gers, F., Schraudolph, N. N., y Schmidhuber, J. (2002). Learning precise timing with LSTM recurrent networks. Journal of Machine Learning Research, 3(1), 115-143.

Gers, F. A., Schmidhuber, J., y Cummins, F. A. (2000). Learning to forget: Continual prediction with LSTM. Neural Computation, 12(10), 2451-2471.

Hatemi, P. K., Funk, C. L., Medland, S. E., Maes, H. M., Silberg, J. L., Martin, N. G., y Eaves, L. J. (2009). Genetic and Environmental Transmission of Political Attitudes Over a Life Time. Journal of Politics, 71(3), 1141-1156.

Hochreiter, S., y Schmidhuber, J. (1997). Long short-term memory. Neural Computation, 9(8), 1735-1780.

Kingma, D. P., y Ba, J. (2015). Adam: A method for stochastic optimization. CoRR, abs/1412.6980.

Klevecka, I., y Lelis, J. (2008). Pre-processing of input data of neural networks: The case of forecasting telecommunication network traffic. Telektronikk: Telecommunications Forecasting (Special issue in co-operation with International Institute of Forecasters), 104(3/4): 168-178.

Johnston, W. M., y Davey, G. C. (1997). The psychological impact of negative TV news bulletins: The catastrophizing of personal worries. British Journal of Psychology, 88, 85-91. doi:10.1111/j.20448295.1997.tb02622.x

Tieleman, T., y Hinton, G. (2012). Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude. COURSERA: Neural Networks for Machine Learning, 4(2), 26-31,

Trochim, W. K. (2007). Sampling. Research methods knowledge base. Recuperado de http://www.socialresearchmethods.net/kb/sampling.php

Watson, D., Clark, L. A., y Tellegen, A. (1988). Development and validation of brief measures of positive and neative affect: The PANAS Scales. Journal of Personality and Social Psychology, 54(6), 1063-1070. doi:10.1037/0022-3514.54.6.1063

Zhang, Z., Ma, L., Li, Z., y Wu, C. (2018). Normalized direction-preserving Adam. arXiv:1709.04546v2