1 / 11

Neural Turing Machine

Neural Turing Machine. Norbert Jankowski Nicolas Copernicus University Department of Computer Methods http://www.phys.uni.torun.pl/~norbert. Project Goals. What is Turing Machine ? Why to build Neural TM? NTM --> power of Universal Computer!!! How to build Neural Turing Machine?.

jada-hebert
Download Presentation

Neural Turing Machine

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Neural Turing Machine Norbert Jankowski Nicolas Copernicus University Department of Computer Methods http://www.phys.uni.torun.pl/~norbert

  2. Project Goals • What is Turing Machine? • Why to build Neural TM? • NTM --> power of Universal Computer!!! • How to build Neural Turing Machine?

  3. Example of Turing MachineJava Applet

  4. Words of regular language: a, aba , abba, abbba, ... What is the program? OK if last state = 2 or 4 Example of simple program a 1 2 b 3 a b 4

  5. Neural Turing Machine Head Tape 1-fixed !!! 1-fixed !!! 1-fixed !!! Control Panel Program

  6. Control Panel & Program Head Tape St L/R/S TA/L Rec/Start L

  7. Head • Head = Straits! • Actions (input): • Up 1 • Down -1 • Stay 0

  8. Tape = Cluster of Beatles Letter/Symbol (Head see ...) Only one connection is active!!! Tape/Action (from Control Panel) HEAD

  9. Beetle • Goals: • keep state (letter or 0/1) • hide/show • Actions: • 1 0 - show s. • 1 1/-1 - set s. • 0 ? - sleeeep

  10. Head + Tape

  11. Control Panel / Program

More Related