Theory

Topic	Replies	Views	Activity
What is «image segmentation»? Theory todo , glossary , theory , computer-vision	0	578	May 25, 2019
What is ILSVRC? Theory glossary , theory	0	890	May 25, 2019
Increasing model sizes Theory theory , deep-learning-goodfellow	0	641	May 25, 2019
What is a «hidden unit» of an artificial neural network? Theory theory , glossary	0	465	May 25, 2019
What is an «unit» of an artificial neural network? Theory glossary , theory	0	528	May 25, 2019
What is an «artificial neuron»? Theory glossary , theory	0	512	May 25, 2019
David Poole, Alan Mackworth - Artificial Intelligence: Foundations of Computational Agents (2017) Books book , theory	0	620	May 25, 2019
What is LeNet-5? Theory theory , glossary , todo	0	555	May 25, 2019
What is an «echo state network»? Theory theory , glossary , todo	0	462	May 25, 2019
The number of neurons in animals and artificial neural networks Theory deep-learning-goodfellow , theory	1	2321	May 25, 2019
The number of connections per neuron in animals and artificial neural networks Theory theory , deep-learning-goodfellow	1	1802	May 25, 2019
What is GoogLeNet? Theory glossary , theory , todo	0	544	May 25, 2019
Szegedy, Vanhoucke, Ioffe, Shlens, Wojna - «Rethinking the Inception Architecture for Computer Vision» (2015) Theory computer-vision , article , theory , inception	1	906	May 21, 2019
What is a «multilayer perceptron»? Theory glossary , theory , todo	0	572	May 25, 2019
The deep learning's history Theory deep-learning-goodfellow , theory	0	1504	May 25, 2019
Simple linear models: predecessors of modern deep learning Theory deep-learning-goodfellow , theory	0	625	May 25, 2019
What is a «perceptron»? Theory glossary , theory , todo	0	525	May 25, 2019
Increasing dataset sizes Theory dataset , deep-learning-goodfellow , theory	0	2100	May 25, 2019
How many training examples is needed for a supervised learning? Theory theory , supervised-learning	0	714	May 25, 2019
What is «Big Data»? Theory theory , glossary	0	984	May 25, 2019
The third wave of neural networks research Theory glossary , theory , deep-learning-goodfellow	0	886	May 25, 2019
What is the «greedy layer-wise pretraining»? Theory todo , glossary , theory	0	465	May 25, 2019
What is a «deep belief network»? Theory todo , glossary , theory	0	459	May 25, 2019
What is «connectionism»? Theory theory , deep-learning-goodfellow	0	531	May 25, 2019
Deep neural networks in the mid-1990s - mid-2000s Theory theory , deep-learning-goodfellow	0	611	May 25, 2019
What is a «graphical model» in machine learning? Theory glossary , theory , todo	0	430	May 25, 2019
What is «natural language processing»? Theory glossary , theory , todo , natural-language-processing	0	472	May 25, 2019
What is «long short-term memory» («LSTM»)? Theory todo , glossary , theory	0	481	May 25, 2019
What is «sequence modeling»? Theory todo , glossary , theory	0	413	May 25, 2019
Yosinski, Clune, Bengio, Lipson - «How transferable are features in deep neural networks?» (2014) Theory theory , transfer-learning , object-detection , article , computer-vision	1	954	May 21, 2019