Abstract: Sparse Matrix-Vector Multiplication (SpMV) is an essential sparse operation in scientific computing and artificial intelligence. Efficiently adapting SpMV algorithms to diverse matrices and ...

A novel stacked memristor architecture performs Euclidean distance calculations directly within memory, enabling ...

$$ \begin{array}{ll} \underset{x \in \mathbb{R}^n}{\min} \quad \frac{1}{2}\langle x,Qx \rangle + \langle c, x \rangle +\phi(x)\\ \text{s.t.} \quad \quad \quad \quad \quad l \leq A x \leq u, \end{array ...

Given the rapidly evolving landscape of Artificial Intelligence, one of the biggest hurdles tech leaders often come across is ...