Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation

no code implementations • 7 Apr 2022 • Diksha Goel, Max Ward, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo

We show that the problem is #P-hard and, therefore, intractable to solve exactly.

Management

Training Spiking Neural Networks Using Lessons From Deep Learning

3 code implementations • 27 Sep 2021 • Jason K. Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu

This paper serves as a tutorial and perspective showing how to apply the lessons learnt from several decades of research in deep learning, gradient descent, backpropagation and neuroscience to biologically plausible spiking neural neural networks.