Abstract: Hyperdimensional computing (HDC), also known as Vector Symbolic Architecture, has gained significant attention for its hardware-efficient and accurate cognitive processing capabilities. By ...

Abstract: We present a Mathematics of Arrays (MoA) and ψ-calculus derivation of the memory-optimal operational normal form for ELLPACK sparse matrix-vector multiplication (SpMV) on GPUs. Under the ...