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Seminar

Complex systems theory : from spin glasses to neural networks

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    See also:
    Organization of the free energy valleys of complex systems such as spin glasses.

    Program

    Spin glasses, a central problem in the theory of complex systems
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Application of spin glass theory to some complex systems
    Henri Orland

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Random energy models
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    The chaotic phase at complex temperatures
    Jorge Kurchan

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Mean field theory : the Sherrington-Kirkpatrick model
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    The cavity method
    Marc Mézard

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Symmetry breaking in Parisi replicas
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    The Mathematical Challenge of Perceptrons and Related Mean-Field Spin Glasses
    Erwin Bolthausen

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Neural networks : Hopfield's model
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Neuromorphic spins
    Julie Grollier

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Asymmetric neural networks and random automata
    Bernard Derrida

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    Lecture
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    Many-Species Dynamics in Ecosystems
    Guy Bunin

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    Seminar
    Complex systems theory : from spin glasses to neural networks
    Amphithéâtre Maurice Halbwachs, Site Marcelin Berthelot
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    See also

    Lecture related to the seminar: Complex systems theory : from spin glasses to neural networks
    Bernard Derrida, chair Statistical physics