David R. Cheriton School of Computer Science

A recently released update to the QS subject ranking for Data Science and Artificial Intelligence puts the University of Waterloo second in Canada and 40^th globally.

The results are part of the annual QS World University Rankings by Subject, which rank approximately 1,600 universities in 54 disciplines. Indicators for the subject rankings are drawn from a peer review survey, employer survey, citations data and collaboration data.

Professor Yuntian Deng explains why AI still finds it challenging to generalize beyond the data they have been trained on

A team of theoretical neuroscientists has received the European Neural Network Society Best Paper Award at ICANN 2024, the 33^rd International Conference on Artificial Neural Networks. The prestigious recognition was given for their paper “Biologically-plausible Markov Chain Monte Carlo Sampling from Vector Symbolic Algebra-encoded Distributions.”

Led by P. Michael Furlong, Research Officer at the NRC-UW Collaboration Centre, along with colleagues Kathryn Simone, Nicole Dumont, Madeleine Bartlett, Terrence Stewart and Professors Jeff Orchard and Chris Eliasmith, the work describes a way that a network of spiking neurons can generate random samples from a probability distribution. The distribution is encoded using vector symbolic algebra, a type of compositional language embedded in a vector space.