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    CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): This technical report extends the conference paper [1] and the abstract [2] with detailed derivations and proofs. First we recap notation that we use on the Boltzmann machine and its learning. Then we define transformations for the machine where some of its bits are flipped for all samples, and show the equivalence of ...

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    Alexander Ilin [email protected] Department of Information and Computer Science, Aalto University School of Science, Finland Abstract Boltzmann machines are often used as build-ing blocks in greedy learning of deep net-works. However, training even a simplified model, known as restricted Boltzmann machine

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    These are then sent to the cell machinery in order for a protein to be made. Of particular interest to us are RNAs located at the distant end of nerve cells that are used to enable quick growth of nerves and synapses a long way from the cell nucleus. In order to study these tiny molecules we use cutting-edge microscopy techniques.

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  • Publications of Alexander Ilin - Aalto

    K. Cho, T. Raiko and A. Ilin. Enhanced Gradient and Adaptive Learning Rate for Training Restricted Boltzmann Machines. In Proc. of the International conference on machine learning, pp. 105-112, 2011. K. Cho, A. Ilin and T. Raiko. Improved Learning of Gaussian-Bernoulli Restricted Boltzmann Machines.

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    Alexander Ilin's 63 research works with 1,184 citations and 6,112 reads, including: Regularizing Model-Based Planning with Energy-Based Models. ... A deep Boltzmann machine (DBM) is a recently ...

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  • Gated Boltzmann Machine in Texture Modeling | SpringerLink

    Sep 11, 2012· Cho, K., Raiko, T., Ilin, A.: Gaussian-Bernoulli Deep Boltzmann Machine. In: NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning (2011) Google Scholar

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    Alexander Ilin supervised me during my doctorate and master's programmes. His supervision has been an essential part of my graduate programme, and I believe it was possible only due to Alexander's guidance for me to graduate earlier than usual (1.8yr for Master's and 3yr for Doctorate).

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  • Gated Boltzmann Machine in Texture Modeling | SpringerLink

    Sep 11, 2012· Cho, K., Raiko, T., Ilin, A.: Gaussian-Bernoulli Deep Boltzmann Machine. In: NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning (2011) Google Scholar

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Founded in 1982, Dekelon Paper Making Machinery Co.,Ltd. has always striven to meet and exceed customer expectations and continue to update and improve...

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