Topics tagged theory

Topic	Replies	Views	Activity
David Poole, Alan Mackworth - Artificial Intelligence: Foundations of Computational Agents (2017) Books book , theory	0	540	May 25, 2019
What is LeNet-5? Theory theory , glossary , todo	0	514	May 25, 2019
What is an «echo state network»? Theory theory , glossary , todo	0	418	May 25, 2019
The number of neurons in animals and artificial neural networks Theory deep-learning-goodfellow , theory	1	1973	May 25, 2019
The number of connections per neuron in animals and artificial neural networks Theory theory , deep-learning-goodfellow	1	1610	May 25, 2019
What is GoogLeNet? Theory glossary , theory , todo	0	504	May 25, 2019
Szegedy, Vanhoucke, Ioffe, Shlens, Wojna - «Rethinking the Inception Architecture for Computer Vision» (2015) Theory computer-vision , article , theory , inception	1	843	May 21, 2019
What is a «multilayer perceptron»? Theory glossary , theory , todo	0	528	May 25, 2019
The deep learning's history Theory deep-learning-goodfellow , theory	0	1299	May 25, 2019
Simple linear models: predecessors of modern deep learning Theory deep-learning-goodfellow , theory	0	583	May 25, 2019
What is a «perceptron»? Theory glossary , theory , todo	0	473	May 25, 2019
Increasing dataset sizes Theory dataset , deep-learning-goodfellow , theory	0	1957	May 25, 2019
How many training examples is needed for a supervised learning? Theory theory , supervised-learning	0	651	May 25, 2019
What is «Big Data»? Theory theory , glossary	0	928	May 25, 2019
The third wave of neural networks research Theory glossary , theory , deep-learning-goodfellow	0	805	May 25, 2019
What is the «greedy layer-wise pretraining»? Theory todo , glossary , theory	0	435	May 25, 2019
What is a «deep belief network»? Theory todo , glossary , theory	0	430	May 25, 2019
What is «connectionism»? Theory theory , deep-learning-goodfellow	0	478	May 25, 2019
Deep neural networks in the mid-1990s - mid-2000s Theory theory , deep-learning-goodfellow	0	544	May 25, 2019
What is a «graphical model» in machine learning? Theory glossary , theory , todo	0	404	May 25, 2019
What is «natural language processing»? Theory glossary , theory , todo , natural-language-processing	0	444	May 25, 2019
What is «long short-term memory» («LSTM»)? Theory todo , glossary , theory	0	451	May 25, 2019
What is «sequence modeling»? Theory todo , glossary , theory	0	384	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	824	May 21, 2019
What is «backpropagation»? Theory todo , glossary , theory	0	454	May 25, 2019
What is «distributed representation»? Theory glossary , theory , deep-learning-goodfellow	0	554	May 25, 2019
Why has the neuroscience's role in deep learning been diminished? Theory deep-learning-goodfellow , theory	1	854	May 25, 2019
What is the «computational neuroscience»? Theory theory , glossary , deep-learning-goodfellow	0	542	May 25, 2019
What is the «Bayesian statistics»? Theory theory , glossary , todo	0	449	May 25, 2019
What is a «kernel machine»? Theory theory , glossary , todo	0	475	May 25, 2019