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9.641J / 8.594J Introduction to Neural Networks, Fall 2002

dc.contributor.authorSeung, H. Sebastianen_US
dc.coverage.temporalFall 2002en_US
dc.date.issued2002-12
dc.identifier9.641J-Fall2002
dc.identifierlocal: 9.641J
dc.identifierlocal: 8.594J
dc.identifierlocal: IMSCP-MD5-bd6878f7d57a228449535604255a526a
dc.identifier.urihttp://hdl.handle.net/1721.1/36327
dc.description.abstractOrganization of synaptic connectivity as the basis of neural computation and learning. Single and multilayer perceptrons. Dynamical theories of recurrent networks: amplifiers, attractors, and hybrid computation. Backpropagation and Hebbian learning. Models of perception, motor control, memory, and neural development. Alternate years.en_US
dc.languageen-USen_US
dc.rights.uriUsage Restrictions: This site (c) Massachusetts Institute of Technology 2003. Content within individual courses is (c) by the individual authors unless otherwise noted. The Massachusetts Institute of Technology is providing this Work (as defined below) under the terms of this Creative Commons public license ("CCPL" or "license"). The Work is protected by copyright and/or other applicable law. Any use of the work other than as authorized under this license is prohibited. By exercising any of the rights to the Work provided here, You (as defined below) accept and agree to be bound by the terms of this license. The Licensor, the Massachusetts Institute of Technology, grants You the rights contained here in consideration of Your acceptance of such terms and conditions.en_US
dc.subjectsynaptic connectivityen_US
dc.subjectcomputationen_US
dc.subjectlearningen_US
dc.subjectmultilayer perceptronsen_US
dc.subjectrecurrent networksen_US
dc.subjectamplifiersen_US
dc.subjectattractorsen_US
dc.subjecthybrid computationen_US
dc.subjectBackpropagationen_US
dc.subjectHebbian learningen_US
dc.subjectperceptionen_US
dc.subjectmotor controlen_US
dc.subjectmemoryen_US
dc.subjectneural developmenten_US
dc.subject9.641Jen_US
dc.subject8.594Jen_US
dc.subject9.641en_US
dc.subject8.594en_US
dc.subjectNeural networks (Computer science)en_US
dc.title9.641J / 8.594J Introduction to Neural Networks, Fall 2002en_US
dc.title.alternativeIntroduction to Neural Networksen_US
dc.typeLearning Object
dc.contributor.departmentMassachusetts Institute of Technology. Department of Brain and Cognitive Sciences
dc.contributor.departmentMassachusetts Institute of Technology. Department of Physics


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