A recurrent neural network implementation using the graphics processing unit Public Deposited

http://ir.library.oregonstate.edu/concern/graduate_thesis_or_dissertations/9g54xn93x

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  • We took the back-propagation algorithms of Werbos for recurrent and feed-forward neural networks and implemented them on machines with graphics processing units (GPU). The parallelism of these units gave our implementations a 10 to 100 fold increase in speed. For nets with less than 20 neurons the machine performed faster without using the GPU, but for larger nets use of the GPU always gave better times.
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  • description.provenance : Approved for entry into archive by Laura Wilson(laura.wilson@oregonstate.edu) on 2009-12-17T16:37:08Z (GMT) No. of bitstreams: 1 MooreChristopherE2009.pdf: 946860 bytes, checksum: a6b8a5e92b5b3471404fb3c9df390468 (MD5)
  • description.provenance : Approved for entry into archive by Julie Kurtz(julie.kurtz@oregonstate.edu) on 2009-12-09T16:41:00Z (GMT) No. of bitstreams: 1 MooreChristopherE2009.pdf: 946860 bytes, checksum: a6b8a5e92b5b3471404fb3c9df390468 (MD5)
  • description.provenance : Submitted by Christopher Moore (moorec@onid.orst.edu) on 2009-12-08T21:06:04Z No. of bitstreams: 1 MooreChristopherE2009.pdf: 946860 bytes, checksum: a6b8a5e92b5b3471404fb3c9df390468 (MD5)
  • description.provenance : Rejected by Julie Kurtz(julie.kurtz@oregonstate.edu), reason: Rejecting because the actual thesis shows the word draft on each page. I received you new copy of your thesis and if you could replace this submission with the new submission by opening the item that was rejected and replace the attached file with the revised file, then resubmit. Thanks, Julie on 2009-12-08T19:37:51Z (GMT)
  • description.provenance : Made available in DSpace on 2009-12-17T16:37:08Z (GMT). No. of bitstreams: 1 MooreChristopherE2009.pdf: 946860 bytes, checksum: a6b8a5e92b5b3471404fb3c9df390468 (MD5)
  • description.provenance : Rejected by Julie Kurtz(julie.kurtz@oregonstate.edu), reason: Rejecting because there was not a file attached. If you could try and resubmit. Thanks, Julie on 2009-12-08T20:50:17Z (GMT)
  • description.provenance : Submitted by Christopher Moore (moorec@onid.orst.edu) on 2009-12-08T20:25:47Z No. of bitstreams: 0
  • description.provenance : Submitted by Christopher Moore (moorec@onid.orst.edu) on 2009-11-24T16:35:12Z No. of bitstreams: 1 MooreChristopherE2009.pdf: 963681 bytes, checksum: df66e57be89cae4b48d7329f61e7f024 (MD5)

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