2003•Unpublished venueOpen access

Architectures for adaptive weight calculation on ASIC and FPGA

Richard L. Walke, ROBERT WILLIAM SMITH, Gaye Lightbody

Open full text 42 citations

Abstract

We compare two parallel array architectures for adaptive weight calculation based an QR-decomposition by Givens rotations. We present FPGA implementations of both architectures and compare them with an ASIC-based solution. The throughput of the FPGA implementations is of the order 5-20 GigaFLOPS, making FPGA a viable alternative to ASIC implementation in applications where power consumption and volume cost are not critical.

About this research paper

What this paper is about

We compare two parallel array architectures for adaptive weight calculation based an QR-decomposition by Givens rotations. We present FPGA implementations of both architectures and compare them with an ASIC-based solution. The throughput of the FPGA implementations is of the order 5-20 GigaFLOPS, making FPGA a viable alternative to ASIC implementation in applications where power consumption and volume cost are not critical.

Why it matters

OpenAlex reports 42 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

We compare two parallel array architectures for adaptive weight calculation based an QR-decomposition by Givens rotations. We present FPGA implementations of both architectures and compare them with an ASIC-based solution. The throughput of the FPGA implementations is of the order 5-20 GigaFLOPS, making FPGA a viable alternative to ASIC implementation in applications where power consumption and volume cost are not critical.

Key concepts: Application-specific integrated circuit, Field-programmable gate array, Computer science, Implementation, Throughput, Power consumption, Embedded system, Computer architecture

Related papers

Back to paper searchBrowse research topicsOriginal source
Architectures for adaptive weight calculation on ASIC and FPGA — Research Paper | ScholarLens