Matt M. Botvinick

Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study

Deep neural networks (DNNs) have advanced performance on a wide range of complex tasks, rapidly outpacing our understanding of the nature of their solutions. While past work sought to advance our understanding of these models, none has made use of the rich history of problem descriptions, theories,…