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Št. zadetkov: 10
Classification using Discriminative Restricted Boltzmann Machines
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning
Recently, many applications for Restricted Boltzmann Machines (RBMs) have been developed for a large variety of learning problems. However, RBMs are usually used as feature extractors for another learning algorithm or to provide a good initialization for deep feed-forward neural network classifiers, ...
Leto: 2008 Vir: videolectures.net
Learning to combine foveal glimpses with a third-order Boltzmann machine
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;computer vision
We describe a model based on a Boltzmann machine with third-order connections that can learn how to accumulate information about a shape over several fixations. The model uses a retina that only has enough high resolution pixels to cover a small area of the image, so it must decide on a sequence of ...
Leto: 2010 Vir: videolectures.net
Deep Learning for Distribution Estimation
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2015 Vir: videolectures.net
Training Deep Neural Networks
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2015 Vir: videolectures.net
Opening
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2016 Vir: videolectures.net
Neural Networks
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
In this lecture, I will cover the basic concepts behind feedforward neural networks. The talk will be split into 2 parts. In the first part, I'll cover forward propagation and backpropagation in neural networks. Specifically, I'll discuss the parameterization of feedforward nets, the most common typ ...
Leto: 2016 Vir: videolectures.net
Neural Networks
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;unsupervised learning;reinforcement learning
Leto: 2017 Vir: videolectures.net
Neural Networks I
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2018 Vir: videolectures.net
Neural Networks II
Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science;machine learning;deep learning;reinforcement learning;unsupervised learning
Leto: 2018 Vir: videolectures.net
The Neural Autoregressive Distribution Estimator, incl. discussion by Yoshua Bengio
Yoshua Bengio , Hugo Larochelle
Video in druga učna gradiva
Oznake: computer science
We describe a new approach for modeling the distribution of high-dimensional vectors of discrete variables. This model is inspired by the restricted Boltzmann machine (RBM), which has been shown to be a powerful model of such distributions. However, an RBM typically does not provide a tractable dist ...
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 10
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