The David R. Cheriton School of Computer Science invites you to attend the 2018 Cheriton Research Symposium, held on Friday, September 21, 2018 in the Davis Centre.
Ahmed Khan, Master’s candidate
David R. Cheriton School of Computer Science
Neurobiologically-plausible learning algorithms for recurrent neural networks that can perform supervised learning are a neglected area of study. Equilibrium propagation is a recent synthesis of several ideas in biological and artificial neural network research that uses a continuous-time, energy-based neural model with a local learning rule. However, despite dealing with recurrent networks, equilibrium propagation has only been applied to discriminative categorization tasks.
Omar Zia Khan, Senior Applied Scientist