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Backpropagation
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31	Artificial Neural Networks Martin Anthony Abstract ‘Artificial neural networks’ are machines (or models of computation) based loosely on the ways in which the brain is believed to work. In this chapter, we discuss so Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:18:14 Artificial neural networks Feedforward neural network Perceptron Boltzmann machine Backpropagation Supervised learning Artificial neuron Restricted Boltzmann machine Deep learning
32	International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems cfWorld Scientic Publishing Company THE VANISHING GRADIENT PROBLEM DURING LEARNING RECURRENT NEURAL NETS AND PROBLEM SOLUTIONS Sepp Hochreiter Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:19:09 Artificial neural networks Recurrent neural network Long short-term memory Vanishing gradient problem Sepp Hochreiter Backpropagation through time Backpropagation Artificial intelligence Deep learning Speech recognition
33	word2vec Parameter Learning Explained Xin Rong Abstract The word2vec model and application by Mikolov et al. have attracted a great Add to Reading List Source URL: www-personal.umich.edu Language: English - Date: 2016-07-17 14:46:55 Artificial neural networks Backpropagation Matrix Word2vec Euclidean vector Tensor Deep learning
34	LOCOCODE versus PCA and ICA Sepp Hochreiter Technische Universitat MunchenMunchen, Germany Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:18:32 Multivariate statistics Artificial neural networks Signal processing Dimension reduction Computational neuroscience Principal component analysis Independent component analysis Sepp Hochreiter Autoencoder Backpropagation
35	Cross-modal Sound Mapping Using Deep Learning Ohad Fried Rebecca Fiebrink Princeton University Add to Reading List Source URL: www.ohadf.com Language: English - Date: 2016-06-06 02:20:12 Machine learning Artificial neural networks Computational neuroscience Cybernetics Computational statistics Deep learning Feature learning Autoencoder Deep belief network Dimensionality reduction Backpropagation Supervised learning
36	Roberto Battiti · Mauro Brunato The LION Way Machine Learning plus Intelligent Optimization Version 2.0 — April 2015 Add to Reading List Source URL: intelligent-optimization.org Language: English - Date: 2015-09-14 03:07:25 Artificial neural networks Machine learning Roberto Battiti LIONsolver Support vector machine Mathematical optimization Supervised learning Statistical classification Multilayer perceptron Multi-objective optimization Backpropagation Recurrent neural network
37	LONG SHORT-TERM MEMORY Neural Computation 9(8):1735{1780, 1997 Sepp Hochreiter Fakultat fur Informatik Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:16:28 Artificial neural networks Computational neuroscience Digital electronics Digital systems Electronic engineering Long short-term memory Sepp Hochreiter Backpropagation through time Backpropagation Flip-flop Memory cell Artificial intelligence
38	SHORT TERM TRAFFIC PREDICTION ON THE UK MOTORWAY NETWORK USING NEURAL NETWORKS Carl Goves Transport Systems Catapult 1. Add to Reading List Source URL: ts.catapult.org.uk Language: English - Date: 2016-05-19 04:36:12 Artificial neural networks Computational neuroscience Computational statistics Mathematical psychology Autoencoder Backpropagation Machine learning Deep learning Types of artificial neural networks
39	Multilayer Perceptrons and Backpropagation Informatics 1 CG: Lecture 6 Mirella Lapata Reading: Kevin Gurney’s Introduction to Neural Networks, Add to Reading List Source URL: www.inf.ed.ac.uk Language: English - Date: 2016-01-31 15:41:31 Artificial neural networks Multilayer perceptron Feedforward neural network Backpropagation Delta rule Perceptron Artificial neuron Activation function
40	Feature extraction through LOCOCODE Neural Computation 11(3):679{714, 1999 Sepp Hochreiter Jurgen Schmidhuber Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:20:42 Artificial neural networks Multivariate statistics Signal processing Computational neuroscience Computational statistics Factorial code Sepp Hochreiter Autoencoder Backpropagation Principal component analysis Independent component analysis