publication . Part of book or chapter of book . Conference object . 2019

Artificial Neural Networks: The Missing Link Between Curiosity and Accuracy

Giorgia Franchini; Paolo Burgio; Luca Zanni;
Open Access English
  • Published: 19 Aug 2019
  • Publisher: Springer International Publishing
  • Country: Italy
Abstract
Artificial Neural Networks, as the name itself suggests, are biologically inspired algorithms designed to simulate the way in which the human brain processes information. Like neurons, which consist of a cell nucleus that receives input from other neurons through a web of input terminals, an Artificial Neural Network includes hundreds of single units, artificial neurons or processing elements, connected with coefficients (weights), and are organized in layers. The power of neural computations comes from connecting neurons in a network: in fact, in an Artificial Neural Network it is possible to manage a different number of information at the same time. What is no...
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free text keywords: Artificial Neural Network; Mini-batch size increasing; Stochastic gradient, stochastic gradient, mini-batch size increasing, Computation, Curiosity, media_common.quotation_subject, media_common, Artificial intelligence, business.industry, business, Training time, Computer science, Artificial neural network
Funded by
EC| CLASS
Project
CLASS
Edge and CLoud Computation: A Highly Distributed Software Architecture for Big Data AnalyticS
  • Funder: European Commission (EC)
  • Project Code: 780622
  • Funding stream: H2020 | RIA
Validated by funder
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https://zenodo.org/record/3370...
Part of book or chapter of book
Provider: UnpayWall
ZENODO
Conference object . 2019
Provider: ZENODO
Advances in Intelligent Systems and Computing
Part of book or chapter of book
Provider: Sygma
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