Perception management class lectures_62831426-Perception

Jul 29th, 2015
Studypool Tutor
Price: $20 USD

Tutor description

uploads/services/161584/Perception management class lectures_62831426-Perception.pdf

Word Count: 3509
Showing Page: 1/41
Institute for Advanced Management Systems ResearchDepartment of Information TechnologiesAbo Akademi UniversityThe Perception Learning Rule - TutorialRobert FullerDirectory Table of Contents Begin Articlec 2010November 4, 2010rfuller@abo.fiTable of Contents1. Artificial neural networks2. The perception learning rule3. The perceptron learning algorithm4. Illustration of the perceptron learning algorithm31. Artificial neural networksArtificial neural systems can be considered as simplified mathematical models of brain-like systems and they function as parallel distributed computing networks.However, in contrast to conventional computers, which are programmed to perform specific task, most neural networks mustbe taught, or trained.They can learn new associations, new functional dependenciesand new patterns. Although computers outperform both biological and artificial neural systems for tasks based on preciseand fast arithmetic operations, artificial neural systems represent the promising new generation of information processingnetworks. The study of brain-style computation has its rootsTocJJIIJIBackJ DocDoc ISection 1: Artificial neural networks4over 50 years ago in the work of McCulloch and Pitts (1943)and slightly later in Hebbs famous Organization of Behavior(1949).The early work in artificial intelligence was torn between thosewho believed that intelligent systems could best be built oncomputers modele

Review from student

Studypool Student
" This tutor is great! "
Ask your homework questions. Receive quality answers!

Type your question here (or upload an image)

1823 tutors are online

Brown University





1271 Tutors

California Institute of Technology




2131 Tutors

Carnegie Mellon University




982 Tutors

Columbia University





1256 Tutors

Dartmouth University





2113 Tutors

Emory University





2279 Tutors

Harvard University





599 Tutors

Massachusetts Institute of Technology



2319 Tutors

New York University





1645 Tutors

Notre Dam University





1911 Tutors

Oklahoma University





2122 Tutors

Pennsylvania State University





932 Tutors

Princeton University





1211 Tutors

Stanford University





983 Tutors

University of California





1282 Tutors

Oxford University





123 Tutors

Yale University





2325 Tutors