scientific article

zbMath1367.68235arXiv1311.1354MaRDI QIDQ3188026

Asja Fischer, Jan Melchior, Laurenz Wiskott

Publication date: 16 August 2016

Full work available at URL: https://arxiv.org/abs/1311.1354

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

artificial neural networkparallel temperingcenteringrestricted Boltzmann machinenatural gradientgenerative modeldeep Boltzmann machinecontrastive divergenceauto encoderenhanced gradientstochastic maximum likelihood

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20)

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Equilibrium and non-equilibrium regimes in the learning of restricted Boltzmann machines* ⋮ On the importance of hidden bias and hidden entropy in representational efficiency of the Gaussian-bipolar restricted Boltzmann machines

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