Among many proposed new device concepts and architectural designs, there is increasing interest in a fundamentally different form of brain-like logic based on probabilistic inference that is far more ...

A DARPA-funded processor start-up has made bold claims about a new kind of processor that computes using probabilities, rather than the traditional ones and zeroes of conventional processors. Lyric ...

Studia Logica: An International Journal for Symbolic Logic, Vol. 102, No. 4, Logic and Probability: Reasoning in Uncertain Environments (August 2014), pp. 849-866 (18 pages) There is a long tradition ...

The recent commercial AI revolution has been largely driven by deep neural networks. First invented in the 1960s, deep NNs came into their own once fueled by the combination of internet-scale datasets ...