Special Session
Complex-Valued Neural Networks
ICONIP 2011 Shanghai

  • Special Session "Clifford Algebraic Neural Networks"

    ICONIP 2011 Shanghai

    Special Session on Clifford Algebraic Neural Networks

    Organizers:
    Tohru Nitta (AIST, Japan, e-mail: tohru-nitta at aist.go.jp URL: http://staff.aist.go.jp/tohru-nitta/)
    Yasuaki Kuroe (Kyoto Institute of Technology, Japan, e-mail: kuroe at kit.ac.jp)

    Clifford Algebraic Neural Networks

    Dynamic Complex-Valued Associative Memory with Strong Bias Terms
    Yozo Suzuki, Michimasa Kitahara, and Masaki Kobayashi
    LNCS 7062, p. 509 ff.
    Abstract | Full article in PDF | BibTeX

    Widely Linear Processing of Hypercomplex Signals
    Tohru Nitta
    LNCS 7062, p. 519 ff.
    Abstract | Full article in PDF | BibTeX

    Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability
    Akira Hirose and Shotaro Yoshida
    LNCS 7062, p. 526 ff.
    Abstract | Full article in PDF | BibTeX

    An Automatic Music Transcription Based on Translation of Spectrum and Sound Path Estimation
    Ryota Ikeuchi and Kazushi Ikeda
    LNCS 7062, p. 532 ff.
    Abstract | Full article in PDF | BibTeX

    Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN)
    Abdul Rahman Hafiz, Md. Faijul Amin, and Kazuyuki Murase
    LNCS 7062, p. 541 ff.
    Abstract | Full article in PDF | BibTeX

    Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks
    Md. Faijul Amin, Muhammad Ilias Amin, A.Y.H. Al-Nuaimi, and Kazuyuki Murase
    LNCS 7062, p. 550 ff.
    Abstract | Full article in PDF | BibTeX

    Models of Hopfield-Type Clifford Neural Networks and Their Energy Functions - Hyperbolic and Dual Valued Networks -
    Yasuaki Kuroe, Shinpei Tanigawa, and Hitoshi Iima
    LNCS 7062, p. 560 ff.
    Abstract | Full article in PDF | BibTeX