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  • 1
    Electronic Resource
    Electronic Resource
    Springer
    Journal of theoretical probability 7 (1994), S. 375-415 
    ISSN: 1572-9230
    Keywords: Law of the iterated logarithm ; central limit theorem ; martingales
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: Abstract We consider random variables ξ(β)=Σ n=0 ∞ β n Y n for β〈1. We prove that if the(Y n)n∈N is a stationary ergodic martingale difference sequence andE Y 0 2 =1, then the following law of the iterated logarithm holds: $$\mathop {\lim \sup }\limits_{\beta \nearrow 1} \frac{{\sqrt {1 - \beta ^2 } }}{{\sqrt {2\log \log \frac{1}{{1 - \beta ^2 }}} }}\xi (\beta ) = 1 a.s.$$ We prove also the corresponding Central Limit Theorem. This generalizes a theorem by Bovier and Picco where the i.i.d. case was studied.
    Type of Medium: Electronic Resource
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  • 2
    Electronic Resource
    Electronic Resource
    Springer
    Probability theory and related fields 100 (1994), S. 329-363 
    ISSN: 1432-2064
    Keywords: 60K35 ; 82B44 ; 82C32
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: Summary We study the thermodynamic properties of the Hopfield model of an autoassociative memory. IfN denotes the number of neurons andM (N) the number of stored patterns, we prove the following results: IfM/N↓ 0 asN↑ ∞, then there exists an infinite number of infinite volume Gibbs measures for all temperaturesT〈1 concentrated on spin configurations that have overlap with exactly one specific pattern. Moreover, the measures induced on the overlap parameters are Dirac measures concentrated on a single point and the Gibbs measures on spin configurations are products of Bernoulli measures. IfM/N → α, asN↓∞ for α small enough, we show that for temperaturesT smaller than someT(α)〈1, the induced measures can have support only on a disjoint union of balls around the previous points, but we cannot construct the infinite volume measures through convergent sequences of measures.
    Type of Medium: Electronic Resource
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  • 3
    Electronic Resource
    Electronic Resource
    Springer
    Probability theory and related fields 101 (1995), S. 511-546 
    ISSN: 1432-2064
    Keywords: 60K35 ; 82B44 ; 82C32
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: Summary We study the Kac version of the Hopfield model and prove a Lebowitz-Penrose theorem for the distribution of the overlap parameters. At the same time, we prove a large deviation principle for the standard Hopfield model with infinitely many patterns.
    Type of Medium: Electronic Resource
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  • 4
    Electronic Resource
    Electronic Resource
    Springer
    Journal of statistical physics 54 (1989), S. 515-529 
    ISSN: 1572-9613
    Keywords: Random energy ; random variables ; finite-size corrections ; Poisson point process
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract The fluctuations of the finite-size corrections to the free energy per site of the random energy model (REM) and the generalized random energy model (GREM) are investigated. Almost sure behavior for the corrections of order (logN)/N is given. We also prove convergence in distribution for the corrections of order 1/N.
    Type of Medium: Electronic Resource
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  • 5
    Electronic Resource
    Electronic Resource
    Springer
    Journal of statistical physics 59 (1990), S. 221-256 
    ISSN: 1572-9613
    Keywords: d-dimensional lattice gas ; cluster expansion ; analyticity ; finite-volume mixing
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract We consider classical lattice systems with finite-range interactions ind dimensions. By means of a block-decimation procedure, we transform our original system into a polymer system whose activity is small provided a suitable factorization property of finite-volume partition functions holds. In this way we extend a result of Olivieri.
    Type of Medium: Electronic Resource
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  • 6
    Electronic Resource
    Electronic Resource
    Springer
    Communications in mathematical physics 96 (1984), S. 125-144 
    ISSN: 1432-0916
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics , Physics
    Notes: Abstract Derrida's random energy model is considered. Almost sure andL P convergence of the free energy at any inverse temperature β are proven. Rigorous upper and lower bounds to the finite size corrections to the free energy are given.
    Type of Medium: Electronic Resource
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  • 7
    Electronic Resource
    Electronic Resource
    Springer
    Communications in mathematical physics 186 (1997), S. 323-379 
    ISSN: 1432-0916
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics , Physics
    Notes: Abstract: We study a one-dimensional version of the Hopfield model with long, but finite range interactions below the critical temperature. In the thermodynamic limit we obtain large deviation estimates for the distribution of the “local” overlaps, the range of the interaction, , being the large parameter. We show in particular that the local overlaps in a typical Gibbs configuration are constant and equal to one of the mean-field equilibrium values on a scale . We also give estimates on the size of typical “jumps”, i.e. the regions where transitions from one equilibrium value to another take place. Contrary to the situation in the ferromagnetic Kac-model, the structure of the profiles is found to be governed by the quenched disorder rather than by entropy.
    Type of Medium: Electronic Resource
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  • 8
    Electronic Resource
    Electronic Resource
    Springer
    Journal of statistical physics 92 (1998), S. 101-150 
    ISSN: 1572-9613
    Keywords: Large deviations ; Kac potentials ; spin vector models
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract We consider the one-dimensional planar rotator and classical Heisenberg models with a ferromagnetic Kac potential J γ(r)=γJ(yr), J with compact support. Below the Lebowitz-Penrose critical temperature the limit (mean-field) theory exhibits a phase transition with a continuum of equilibrium states, indexed by the magnetization vectors m β s, s any unit vector and m β the Curie–Weiss spontaneous magnetization. We prove a large-deviation principle for the associated Gibbs measures. Then we study the system in the limit γ ↓ 0 below the above critical temperature. We prove that the norm of the empirical spin average in blocks of order γ−1 converges to m β, uniformly in intervals of order γ−p , for any p ≥ 1. We also give a lower bound to the scale on which the change of phase occurs, by showing that the empirical spin average is approximately constant on intervals having length of order γ-1-λwith λ∈(0,1) small enough.
    Type of Medium: Electronic Resource
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  • 9
    Electronic Resource
    Electronic Resource
    Springer
    Journal of statistical physics 62 (1991), S. 177-199 
    ISSN: 1572-9613
    Keywords: Disordered systems ; interfaces ; dilute Ising model ; renormalization group ; hierarchical model
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract We study a hierarchical model of domain walls in aD-dimensional bond disordered Ising model at low temperatures. Using a renormalization group method inspired by the work of Bricmont and Kupiainen for the random field Ising model, we prove the existence of rigid interfaces at low enough temperatures in dimensionsD〉3.
    Type of Medium: Electronic Resource
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  • 10
    Electronic Resource
    Electronic Resource
    Springer
    Journal of statistical physics 66 (1992), S. 1643-1652 
    ISSN: 1572-9613
    Keywords: Neural network ; Hopfield model ; Potts model
    Source: Springer Online Journal Archives 1860-2000
    Topics: Physics
    Notes: Abstract We consider Potts-Hopfield networks of sizeN. We prove the result: ∃α c 〉0 such that for all 0〈α〈α c we can findδ, ɛ〉0 in such a way that, whenN→∞, we can store αN patterns, all of them being sorrounded by ɛ-energy barriers at distanceδ.
    Type of Medium: Electronic Resource
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