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Hidden Layers
In artificial neural networks, a hidden layer is a layer of artificial neurons that is neither an input layer nor an output layer. The simplest examples appear in Feedforward neural network, multilayer perceptrons (MLP), as illustrated in the diagram.{{Cite book , last=Zhang , first=Aston , url= , title=Dive into deep learning , last2=Lipton , first2=Zachary , last3=Li , first3=Mu , last4=Smola , first4=Alexander J. , date=2024 , publisher=Cambridge University Press , isbn=978-1-009-38943-3 , location=Cambridge New York Port Melbourne New Delhi Singapore , chapter=5.1. Multilayer Perceptrons , chapter-url=https://d2l.ai/chapter_multilayer-perceptrons/mlp.html An MLP without any hidden layer is essentially just a Linear regression, linear model. With hidden layers and activation functions, however, Nonlinear system, nonlinearity is introduced into the model. In typical machine learning practice, the weights and biases are Weight initialization, initialized, then iteratively update ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Example Of A Deep Neural Network
Example may refer to: * ''exempli gratia'' (e.g.), usually read out in English as "for example" * .example, reserved as a domain name that may not be installed as a top-level domain of the Internet ** example.com, example.net, example.org, and example.edu: second-level domain names reserved for use in documentation as examples * HMS Example (P165), HMS ''Example'' (P165), an Archer-class patrol and training vessel of the Royal Navy Arts * ''The Example'', a 1634 play by James Shirley * The Example (comics), ''The Example'' (comics), a 2009 graphic novel by Tom Taylor and Colin Wilson * Example (musician), the British dance musician Elliot John Gleave (born 1982) * Example (album), ''Example'' (album), a 1995 album by American rock band For Squirrels See also * Exemplar (other), a prototype or model which others can use to understand a topic better * Exemplum, medieval collections of short stories to be told in sermons * Eixample, a district of Barcelona with di ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
