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Inteligencia computacional y artificial

The perceptron: A probabilistic model for information storage and organization in the brain

Maximum likelihood from incomplete data via the EM algorithm

Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences

Self-organized formation of topologically correct feature maps

Review of text-to-speech conversion for English

A tutorial on hidden Markov models and selected applications in speech recognition

Handwritten digit recognition with a Back-Propagation Network

Backpropagation through time: what it does and how to do it

Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture

KQML as an agent communication language

  • Autor/es: Tim Finin, Richard Fritzson, Don McKay, Robin McEntire.
  • Fecha: 1994-11
  • Contribución: Carlos Ángel Iglesias.
  • Palabras clave: Inteligencia computacional y artificial
  • Publicado en: CIKM '94: Proceedings of the third international conference on Information and knowledge management. November 1994. Pages: 456-463.

Intelligent agents: theory and practice

Support-vector networks

Long short-term memory

The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis

A fast learning algorithm for deep belief nets

Statistical parametric speech synthesis

Front-end factor analysis for speaker verification

Variational Mode Decomposition

Generative adversarial nets

Human-level control through deep reinforcement learning

  • Autor/es: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, Demis Hassabis.
  • Fecha: 2015-02
  • Contribución: José Manuel Pardo Muñoz.
  • Palabras clave: Inteligencia computacional y artificial, Ordenadores y tratamiento de la información
  • Publicado en: Nature volume 518, pages 529-533. Published: 25 February 2015.

WaveNet: A generative model for raw audio

Artificial neural networks-based machine learning for wireless networks: A tutorial


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