3 papers · ranked by Valyu relevance
Duncan T. Forster, Sheena C. Li, Yoko Yashiroda, Mami Yoshimura + 9 more
Biological networks constructed from varied data, including protein-protein interactions, gene expression data, and genetic interactions can be used to map cellular function, but each data type has individual limitations such as bias and incompleteness. Network integration promises to address these limitations by…
Mark Brinton, Elliott Barcikowski, Tyler Davis, Michael Paskett + 2 more
This paper describes a portable, prosthetic control system for at-home use of an advanced bionic arm. The system uses a modified Kalman filter to provide 6 degree-of-freedom, real-time, proportional control. We describe (a) how the system trains motor control algorithms for use with an advanced bionic arm, and (b) the…
Leonardo Giannantoni, Alessandro Savino, Stefano Di Carlo
In the expanding realm of computational biology, Reinforcement Learning (RL) emerges as a novel and promising approach, especially for designing and optimizing complex synthetic biological circuits. This study explores the application of RL in controlling Hopf bifurcations within ODE-based systems, particularly under…