JOURNAL ARTICLE

FPGA Implementation of a High Speed Efficient Single Precision Floating Point ALU

Abstract

Modern-day computing processors require efficient floating point processing units that operate with high speed and low power consumption. Floating point computation operations are used in a wide variety of applications across different fields such as Engineering, AI, ML and DSP due to their inconceivable dynamic range and enhanced accuracy. These operations need to be performed quickly, with low power consumption and minimal hardware usage. In this paper, we present an efficient single precision floating point arithmetic logic unit with optimized architectures for addition and subtraction using carry look-ahead adder, multiplication using a modified booth encoder and division using the Goldschmidt algorithm. Our proposed architecture is designed using Verilog HDL and implemented on the Spartan 7 FPGA. The implemented design is compared with an existing ALU architecture and we demonstrate that the proposed ALU is 36% faster and more efficient in terms of power and area.

Keywords:
Computer science Adder Field-programmable gate array Floating point Verilog Floating-point unit Computer hardware Single-precision floating-point format Arithmetic logic unit Multiplication (music) Digital signal processing Embedded system Parallel computing Algorithm

Metrics

5
Cited By
1.54
FWCI (Field Weighted Citation Impact)
18
Refs
0.80
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Numerical Methods and Algorithms
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Low-power high-performance VLSI design
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Parallel Computing and Optimization Techniques
Physical Sciences →  Computer Science →  Hardware and Architecture

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