Explore the intricacies of interpreting Deep Neural Networks (DNNs) in this insightful lecture by Bin Yu from UC Berkeley, presented as part of the Frontiers of Deep Learning series at the Simons Institute. Delve into advanced concepts and methodologies for understanding the inner workings of complex neural network architectures, gaining valuable insights into their decision-making processes and potential applications in various fields.