2 papers
cs.LG2026
Accelerated Gradient Descent for Faster Convergence with Minimal Overhead
Manuel Graca, L. Miguel Silveira, Arlindo Oliveira +1
In this paper, we present CT-AGD (Curvature-Tuned Accelerated Gradient Descent), an optimization method for non-convex optimization problems in deep learning training tasks. CT-AGD…
q-bio.NC2021
Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data
Gonçalo Mestre, Ruxandra Barbulescu, Arlindo L. Oliveira +1
Given the inner complexity of the human nervous system, insight into the dynamics of brain activity can be gained from understanding smaller and simpler organisms, such as the nema…