IEEE

Optimizing High-Level Synthesis Sparse Matrix-Vector Kernel for Alveo FPGAs

Abstract: Sparse matrix-vector multiplication (SpMV) is a critical kernel in scientific computing and high-performance applications, yet it remains challenging to optimize due to irregular memory ...
IEEE

A Hardware-Efficient Sparse-Matrix Multiplier for Deep Learning Models Using CSR/CSC

Abstract: Deep learning models rely heavily on matrix multiplication, which is computationally expensive and memory-intensive. Sparse matrices, which contain a high proportion of zero elements, offer ...
GitHub

Comprehensive Single-Cell RNA-Seq Analysis Pipeline

1. Introduction: What is Single-Cell RNA Sequencing? Traditional RNA sequencing (Bulk RNA-seq) gives the average gene expression of millions of cells in a tissue. Single-Cell RNA Sequencing (scRNA-seq ...
GitHub

tutorial_07_stokes.cpp

// This file contains a simple Stokes solver for a parabolic Poiseuille-Flow on the // unit-square domain. // The PDE to be solved reads: // -Laplace(v) + Gradient(P) = 0 in the domain [0,1]x[0,1] // ...