The Compute Requirements of Developing Super-Human Cognition

The true potential of AI rests on super-human learning capacity, and on the ability to selectively draw on that learning. Both of these properties – scale and selectivity – challenge, the design of AI computers and the tools used to program them. A rich pool of new ideas is emerging, driven by a new breed of computing company. In this talk, the creation of the Intelligence Processing Unit (IPU) – a new type of processor, specifically designed for AI computation,

The true potential of AI rests on super-human learning capacity, and on the ability to selectively draw on that learning. Both of these properties – scale and selectivity – challenge, the design of AI computers and the tools used to program them. A rich pool of new ideas is emerging, driven by a new breed of computing company. In this talk, the creation of the Intelligence Processing Unit (IPU) – a new type of processor, specifically designed for AI computation,

IEEE-Affiliated Group Name: IEEE Circuits and Systems Society

URL: https://resourcecenter.cas.ieee.org/conferences/aicas-2022/CAS2022AICAS0000.html