Semiconductor Engineering

Mixed Signal In-Memory Computing With Massively Parallel Gradient Calculations of High-Degree Polynomials

A new technical paper titled “Computing high-degree polynomial gradients in memory” was published by researchers at UCSB, HP Labs, Forschungszentrum Juelich GmbH, and RWTH Aachen University.
mccormick.northwestern.edu

COMP_SCI 496: Theory of Gradient-Based Optimization in ML

In this course, you’ll learn theoretical foundations of optimization methods used for training deep machine learning models. Why does gradient descent work? Specifically, what can we guarantee about ...
JSTOR Daily

A multiple-path gradient projection method for solving the logit-based stochastic user equilibrium model

This paper proposes a path-based algorithm for solving the well-known logit-based stochastic user equilibrium (SUE) problem in transportation planning and management. Based on the gradient projection ...
JSTOR Daily

A Biogeochemistry-Based Dynamic Vegetation Model and Its Application along a Moisture Gradient in the Continental United States

We develop and evaluate a large-scale dynamic vegetation model, TEM-LPJ, which considers interactions among water, light and nitrogen in simulating ecosystem function and structure. We parameterized ...