2 papers
cs.NE2022
Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost
Abdullah Khalili, Abdelhamid Bouchachia
Evolving Neural Networks (NNs) has recently seen an increasing interest as an alternative path that might be more successful. It has many advantages compared to other approaches, s…
physics.soc-ph2018
An Optimization-Based Generative Model of Power Laws Using a New Information Theory Based Metric
A. M. Khalili
In this paper, we propose an optimization-based mechanism to explain power law distributions, where the function that the optimization process is seeking to optimize is derived mat…