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Backpropagation
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41	Informatics 1 Cognitive Science (2015–2016) School of Informatics, University of Edinburgh Mirella Lapata Quiz 2: Perceptrons and Multilayer Perceptrons 1. Which one of the following is the perceptron’s input functio Add to Reading List Source URL: www.inf.ed.ac.uk Language: English - Date: 2016-02-11 08:41:30 Artificial neural networks Computational neuroscience Multilayer perceptron Perceptron Connectionism Function Backpropagation Feedforward neural network
42	Recurrent Neural Net Learning and Vanishing Gradient International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 6(2):107{116, 1998 Sepp Hochreiter Institut fur Informatik Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:14:24 Artificial neural networks Recurrent neural network Long short-term memory Vanishing gradient problem Sepp Hochreiter Backpropagation through time Backpropagation Artificial intelligence Artificial neuron Time delay neural network Deep learning Types of artificial neural networks
43	SIMPLIFYING NEURAL NETS BY DISCOVERING FLAT MINIMA Sepp Hochreiter Jurgen Schmidhubery Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2011-08-11 02:59:44 Artificial neural networks Computational neuroscience Computational statistics Mathematical psychology Backpropagation Generalization error
44	GUESSING CAN OUTPERFORM MANY LONG TIME LAG ALGORITHMS Technical Note IDSIAJurgen Schmidhuber IDSIA Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:10:32 Artificial neural networks Computational neuroscience Computational statistics Artificial intelligence Mathematical psychology Recurrent neural network Sepp Hochreiter Long short-term memory Algorithm Backpropagation
45	LSTM CAN SOLVE HARD LONG TIME LAG PROBLEMS Sepp Hochreiter Fakultat fur Informatik Technische Universitat Munchen Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:12:00 Artificial neural networks Long short-term memory Recurrent neural network Sepp Hochreiter Backpropagation Artificial intelligence Pattern recognition Time delay neural network Computer Deep learning Types of artificial neural networks
46	Informatics 1 CG – Tutorial 2 Week 3 The goal of this tutorial is to deepen your understanding of perceptrons in general as well as the backpropagation algorithm used for training multilayer perceptrons. You should mak Add to Reading List Source URL: www.inf.ed.ac.uk Language: English - Date: 2015-01-23 06:08:04 Artificial neural networks Multilayer perceptron Perceptron Artificial neuron
47	A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks ¨ Felix Grun Technische Universit¨at M¨unchen, Germany Add to Reading List Source URL: campar.in.tum.de Language: English - Date: 2016-06-23 05:02:01 Artificial neural networks Computational neuroscience Convolutional neural network Backpropagation Artificial intelligence Autoencoder Biological neural network Deep learning Vanishing gradient problem
48	Learning Deep Convolutional Neural Networks for Places2 Scene Recognition WM Team Li Shen Add to Reading List Source URL: image-net.org Language: English - Date: 2015-12-21 12:22:54 Artificial neural networks Backpropagation
49	CS 224d: Assignment #2 Sunday 8th May, 2016 Due date: 5/5 11:59 PM PST (You are allowed to use three (3) late days maximum for this assignment) This handout consists of several homework problems, as well as instructions Add to Reading List Source URL: cs224d.stanford.edu Language: English - Date: 2016-05-14 14:03:09 Artificial neural networks Computational neuroscience Softmax function Entropy Backpropagation Cross entropy Perplexity
50	REVIEW doi:nature14539 Deep learning Yann LeCun1,2, Yoshua Bengio3 & Geoffrey Hinton4,5 Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2015-08-10 12:54:32 Artificial neural networks Deep learning Convolutional neural network Recurrent neural network Backpropagation Autoencoder Feature learning Recursive neural network Long short-term memory Perceptron Feedforward neural network Artificial intelligence

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