A Dynamically-Reconfigurable FPGA Platform for Evolving Fuzzy Systems
نویسندگان
چکیده
In this contribution, we describe a hardware platform for evolving a fuzzy system by using Fuzzy CoCo — a cooperative coevolutionary methodology for fuzzy system design — in order to speed up both evolution and execution. Reconfigurable hardware arises between hardware and software solutions providing a trade-off between flexibility and performance. We present an architecture that exploits the dynamic partial reconfiguration capabilities of recent FPGAs so as to provide adaptation at two different levels: major structural changes and fuzzy parameter tuning.
منابع مشابه
Dynamically Reconfigurable Hardware for Evolving Bio-Inspired Architectures
During the last few years, reconfigurable computing devices have experienced an impressive development in their resource availability, speed, and configurability. Currently, commercial FPGAs offer the possibility of self-reconfiguring by partially modifying their configuration bit-string, providing high architectural flexibility, while guaranteeing high performance. On the other hand, we have b...
متن کاملDynamically Co-synthesis of H/w & S/w and Optimization in Reconfigurable Embedded System
Field Programming Gate Array (FPGA) play an important role in reconfigurable computing. Reconfigurable computing has been used to build reconfigurable embedded system. Reconfigurable embedded System is dynamically changing in the hardware circuit at runtime with the reconfigurable characteristic of Programmable Logic Devices like FPGA, to give the system advantages in both hardware and software...
متن کاملProgramming Reconfigurable Hardware Through Internet
1. Abstract This paper presents a reconfigurable platform as a tool for a virtual worldwide laboratory. The platform has been developed for teaching and research purposes. It is a practical approach to the Internet reconfigurable logic and it allows the rapid prototyping and test of digital systems. 2. Introduction Reconfigurable hardware first became practical with the introduction a few years...
متن کاملA Novel Methodology for Task Distribution in Heterogeneous Reconfigurable Computing System
Modern embedded systems are being modeled as Heterogeneous Reconfigurable Computing Systems (HRCS) where Reconfigurable Hardware i.e. Field Programmable Gate Array (FPGA) and soft core processors acts as computing elements. So, an efficient task distribution methodology is essential for obtaining high performance in modern embedded systems. In this paper, we present a novel methodology for task...
متن کاملTemperature-Power Consumption Relationship and Hot-Spot Migration for FPGA-Based Systems
Heat emission and temperature control in an electronic device are highly correlated with power consumption as well as to equipment’s reliability. Within this context, this chapter discusses a possible solution to restrict the processing component’s heat emission in FPGA-based systems (e.g., Cognitive Radio [CR] equipment). It also describes the implementation, on reconfigurable FPGA based circu...
متن کامل