Communication-based design represents a formal approach to systemon-a-chip design that considers communication between components as important as the computations they perform. Ou...
Marco Sgroi, Michael Sheets, Andrew Mihal, Kurt Ke...
Sparse coding--that is, modelling data vectors as sparse linear combinations of basis elements--is widely used in machine learning, neuroscience, signal processing, and statistics...
Julien Mairal, Francis Bach, Jean Ponce, Guillermo...
Due to the random nature of photon emission and the various internal noise sources of the detectors, real timelapse fluorescence microscopy images are usually modeled as the sum o...
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...
This paper presents a novel technique for abstracting designs in order to increase the efficiency of formal property checking. Bounded Model Checking (BMC), using Satisfiability (...
Vivekananda M. Vedula, Whitney J. Townsend, Jacob ...