Abstract: In this paper, we present the design of an embedded system performing double precision sparse matrix vec- tor multiplication (SpMxV), a key ...
A novel processing paradigm involving blocking of the matrix, and a novel data access mechanism which pre-fetches required data in bursts from off-chip ...
In this paper, we propose an FPGA-based design for SpMXV. Our design accepts sparse matrices in Compressed Row Storage format, and makes no assumptions about ...
Request PDF | On Jan 1, 2011, Sumedh Attarde and others published Double Precision Sparse Matrix Vector Multiplication Accelerator on FPGA.
In this paper, we present the design of an embedded system performing double precision sparse matrix vector multiplication (SpMxV), a key scientific computation ...
The design is targeted for implementation on high-end FPGAs like Xilinx Virtex-5 LX330T which can support a maximum number of five processing elements. The ...
This paper proposes a modified, configurable, outer product based architecture for sparse matrix multiplication, and explores design space of the proposed ...
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The basic organization of the accelerator is a FPGA chip and a multi-channel memory subsystem, which consists of three external. DRAM modules. The accelerator ...
Bibliographic details on Double Precision Sparse Matrix Vector Multiplication Accelerator on FPGA.
Apr 9, 2024 · This survey is intended to provide researchers with a comprehensive understanding of SpMV optimization on modern architectures and provide guidance for future ...