Robuta

https://openreview.net/forum?id=4Hq816XDDG&referrer=%5Bthe%20profile%20of%20Christoph%20Meinel%5D(%2Fprofile%3Fid%3D~Christoph_Meinel2)
Binary neural networks (BNNs) are a promising approach for compressing and accelerating deep learning models, especially in resource-constrained environments....
neural networktowardsoptimizationfriendlybinary
https://www.amazon.science/publications/quadratic-unconstrained-binary-optimization-and-constraint-programming-approaches-for-lattice-based-cyclic-peptide-docking
The peptide-protein docking problem is an important problem in structural biology that facilitates rational and efficient drug design. In this work, we explore...
binary optimizationconstraint programmingquadraticunconstrainedapproaches
https://www.ornl.gov/publication/hyperparameter-optimization-binary-communication-networks-neuromorphic-deployment
Training neural networks for neuromorphic deployment is non-trivial. There have been a variety of approaches proposed to adapt back-propagation or...
hyperparameter optimizationcommunication networksbinaryneuromorphicdeployment