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Researchers extend tensor programming to the continuous world

When the FORTRAN programming language debuted in 1957, it transformed how scientists and engineers programmed computers.
eLife

How Occam’s razor guides human decision-making

Occam’s razor is the principle that, all else being equal, simpler explanations should be preferred over more complex ones. This principle is thought to guide human decision-making, but the nature of ...
GitHub

AlphaSparseTensor: Discovering Faster Sparse Matrix Multiplication Algorithms on GPU for LLM inference

As Transformer models continue to grow in size and complexity, numerous high-fidelity pruning methods have been proposed to mitigate the increasing parameter count. However, transforming these ...
IEEE

Super Supplementary Nested Array: A Sparse Array With Enhanced Degrees of Freedom and Reduced Mutual Coupling

Abstract: For sparse array design, degrees of freedom (DOFs) and mutual coupling (MC) are two essential metrics to be taken into account, and high DOFs and low MC are favorable to generating better ...
IEEE

Accelerating CRS Format Conversion for Sparse Matrix Computation with an FPGA

Abstract: The Compressed Row Storage (CRS) format is widely used to enhance memory efficiency in sparse matrix computations. Still, its conversion process remains a significant performance bottleneck ...
GitHub

Sparse Iterative Covariance-based Estimation (SPICE) for Radar Signal Processing: A Comprehensive Implementation and Analysis

This repository presents a comprehensive implementation and analysis of the Sparse Iterative Covariance-based Estimation (SPICE) algorithm for radar signal processing applications. SPICE represents a ...