Tutorial: Floating-point arithmetic on FPGAs
By Geir Kjosavik, Xilinx
December 13, 2006 -- dspdesignline.com
This article explains the basics of floating-point arithmetic, how floating-point units (FPUs) work, and how to use FPGAs for easy, low-cost floating-point processing.
Inside microprocessors, numbers are represented as integers—one or several bytes stringed together. A four-byte value comprising 32 bits can hold a relatively large range of numbers: 232, to be specific. The 32 bits can represent the numbers 0 to 4,294,967,295 or, alternatively, -2,147,483,648 to +2,147,483,647. A 32-bit processor is architected such that basic arithmetic operations on 32-bit integer numbers can be completed in just a few clock cycles, and with some performance overhead a 32-bit CPU can also support operations on 64-bit numbers. The largest value that can be represented by 64 bits is really astronomical: 18,446,744,073,709,551,615. In fact, if a Pentium processor could count 64-bit values at a frequency of 2.4 GHz, it would take it 243 years to count from zero to the maximum 64-bit integer.
December 13, 2006 -- dspdesignline.com
This article explains the basics of floating-point arithmetic, how floating-point units (FPUs) work, and how to use FPGAs for easy, low-cost floating-point processing.
Inside microprocessors, numbers are represented as integers—one or several bytes stringed together. A four-byte value comprising 32 bits can hold a relatively large range of numbers: 232, to be specific. The 32 bits can represent the numbers 0 to 4,294,967,295 or, alternatively, -2,147,483,648 to +2,147,483,647. A 32-bit processor is architected such that basic arithmetic operations on 32-bit integer numbers can be completed in just a few clock cycles, and with some performance overhead a 32-bit CPU can also support operations on 64-bit numbers. The largest value that can be represented by 64 bits is really astronomical: 18,446,744,073,709,551,615. In fact, if a Pentium processor could count 64-bit values at a frequency of 2.4 GHz, it would take it 243 years to count from zero to the maximum 64-bit integer.
To read the full article, click here
Related Semiconductor IP
- Verification IP for C-PHY
- Band-Gap Voltage Reference with dual 2µA Current Source - X-FAB XT018
- 250nA-88μA Current Reference - X-FAB XT018-0.18μm BCD-on-SOI CMOS
- UCIe D2D Adapter & PHY Integrated IP
- Low Dropout (LDO) Regulator
Related Articles
- Floating- to fixed-point MATLAB algorithm conversion for FPGAs
- How to perform meaningful benchmarks on FPGAs from different vendors
- Implementing LTE on FPGAs
- Using an interface wrapper module to simplify implementing PCIe on FPGAs
Latest Articles
- SCENIC: Stream Computation-Enhanced SmartNIC
- Agentic AI-based Coverage Closure for Formal Verification
- Microarchitectural Co-Optimization for Sustained Throughput of RISC-V Multi-Lane Chaining Vector Processors
- RISC-V Functional Safety for Autonomous Automotive Systems: An Analytical Framework and Research Roadmap for ML-Assisted Certification
- Emulation-based System-on-Chip Security Verification: Challenges and Opportunities