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Digital Architectures for Artificial Intelligence

Digital Architectures for Artificial Intelligence. Braden Phillips Michael Liebelt Brian Ng. What about the graphics card…. How many processors? 1? 2? 4?. And at least one in here. …o r the network card?. The flash memory chips probably have one each. There is one in here.

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Digital Architectures for Artificial Intelligence

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  1. Digital Architectures forArtificial Intelligence Braden Phillips Michael Liebelt Brian Ng

  2. What about the graphics card… How many processors? 1? 2? 4? And at least one in here. …or the network card? The flash memory chips probably have one each. There is one in here. There is one in this vacuum cleaner. 10 in aniPhone? Over 100 in a BMW.

  3. nomicroprocessors John von Neumann

  4. The Problem • Digital electronics has one solution for almost everything: the von Neumann processor. • It is great for everything from vacuum cleaners to analysing complex civil engineering structures. • It is now very highly optimised. • There are, however, a few things it is not good at. For example: • Recognition of patterns • Development of concepts • Learning • Open ended problem solving • Language • i.e. important aspects of perception, cognition or intelligence

  5. The Project ≠ von Neumann Processor ? ≈ John von Neumann’s Brain

  6. 2012 Update Since I gave this presentation at the 2011 expo • We have identified a body of like-minded research Cognitive Architectures • 3 new PhD students have started working on the problem • Muhammad Usman Khan: High Level Abstractions of Cognition and Learning • Francis Li: Holistic Evaluation of Cognitive Architectures, their Capabilities & Requirements • Ying Ying Tiong: the Role of Memory in Cognition and Perception

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