Search for tag: "backpropagation"

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MLP Lecture 08 - Clip 05 - Short CNN timeline duration 12 minutes 20 seconds MLP Lecture 08 - Clip 05 - Short CNN timeline MLP Lecture 08 - Clip 05 - Short CNN timeline	MLP Lecture 08 - Clip 05 - Short CNN timeline Machine Learning Practical (MLP) Lecture 08, Clip 05 / 05. machine learning deep learning convolutional neural networks timeline network layers computation layer networks parameters performance improvement training backpropagation computations net features starting times bias function field output connexions From Pavlos Andreadis 1 likes 173 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English Date Created November 8th, 2022 Retain Source File Yes
MLP Q&A 1 - Session 5 (Week 11) duration 31 minutes 54 seconds MLP Q&A 1 - Session 5 (Week 11) MLP Q&A 1 - Session 5 (Week 11)	MLP Q&A 1 - Session 5 (Week 11) Machine Learning Practical Q&A 1 - Session 5 (Week 11). machine learning deep learning projects problem things kind learning methods semester question experiments reinforcement idea coursework term innovation network bit datasets students backpropagation thing From Pavlos Andreadis 1 likes 9 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
MLP Lecture 10 duration 31 minutes 53 seconds MLP Lecture 10 MLP Lecture 10	MLP Lecture 10 Recurrent Neural Networks 2 mlp2020 rnn architecture units input network gate cell function image backpropagation idea networks attention instance output architectures weight layer sequence lecture context From Ram Ramamoorthy 3 likes 216 plays 0 Course Code INFR11132 Licence Type All rights reserved The University of Edinburgh Language English Date Created November 22nd, 2020
MLP Lecture 9 duration 49 minutes 41 seconds MLP Lecture 9 MLP Lecture 9	MLP Lecture 9 MLP lecture on RNNs part 1 mlp2020 rnn architecture output input idea sequence kind layer network context instance sentence backpropagation model fact language bit ways question slide architectures From Ram Ramamoorthy 3 likes 396 plays 0 Course Code INFR11132 Licence Type All rights reserved The University of Edinburgh Language English Date Created November 16th, 2020
MLP Lecture 06 - Clip 04 - Batch Normalisation duration 12 minutes 10 seconds MLP Lecture 06 - Clip 04 - Batch Normalisation MLP Lecture 06 - Clip 04 - Batch Normalisation	MLP Lecture 06 - Clip 04 - Batch Normalisation Machine Learning Practical (MLP) Lecture 06, Clip 04 / 05. machine learning deep learning deviation normalization batch training backpropagation minibatch beta gamma networks gradient weights reason output layer features thing activation network idea activations From Pavlos Andreadis 1 likes 503 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
MLP Lecture 06 - Clip 02 - Weight Initialization duration 8 minutes 51 seconds MLP Lecture 06 - Clip 02 - Weight Initialization MLP Lecture 06 - Clip 02 - Weight Initialization	MLP Lecture 06 - Clip 02 - Weight Initialization Machine Learning Practical (MLP) Lecture 06, Clip 02 / 05. machine learning deep learning variance distribution weights units output input backpropagation inputs range practice network hour idea outputs beginning problem deviation initialization root expectation From Pavlos Andreadis 1 likes 484 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
MLP Lecture 06 - Clip 01 - Vanishing &… duration 6 minutes 32 seconds MLP Lecture 06 - Clip 01 - Vanishing &… MLP Lecture 06 - Clip 01 - Vanishing & Exploding Gradients	MLP Lecture 06 - Clip 01 - Vanishing & Exploding Gradients Machine Learning Practical (MLP) Lecture 06, Clip 01 / 05. machine learning deep learning weights gradients times output problem network backpropagation gradient matrix activation transformation affine units problems week zeros matrices transformations function networks From Pavlos Andreadis 1 likes 533 plays 0 Course Code INFR11132 Licence Type All rights reserved Language English
Training an ANN duration 7 minutes 33 seconds Training an ANN Training an ANN	Training an ANN Training an ANN iaml neural networks weight gradient error minima output backpropagation respect network networks descent derivative thing class regression training algorithm units weights probability optimization From Nigel Goddard 1 likes 1,687 plays 0 Licence Type Creative Commons - Attribution