Promises and challenges of evolvable hardware

X Yao, T Higuchi - IEEE Transactions on Systems, Man, and …, 1999‏ - ieeexplore.ieee.org
Evolvable hardware (EHW) has attracted increasing attention since the early 1990s with the
advent of easily reconfigurable hardware, such as field programmable gate arrays (FPGAs) …

Machine learning algorithms for FPGA Implementation in biomedical engineering applications: A review

MB Altman, W Wan, AS Hosseini, SA Nowdeh… - Heliyon, 2024‏ - cell.com
Abstract Field Programmable Gate Arrays (FPGAs) are integrated circuits that can be
configured by the user after manufacturing, making them suitable for customized hardware …

The roles of FPGAs in reprogrammable systems

S Hauck - Proceedings of the IEEE, 1998‏ - ieeexplore.ieee.org
Reprogrammable systems based on field programmable gate arrays are revolutionizing
some forms of computation and digital logic. As a logic emulation system, they provide …

A framework for supporting real-time applications on dynamic reconfigurable FPGAs

A Biondi, A Balsini, M Pagani, E Rossi… - 2016 IEEE Real …, 2016‏ - ieeexplore.ieee.org
Computing platforms are evolving towards heterogeneous architectures including
processors of different types and field programmable gate arrays (FPGAs), used as …

A family of compact genetic algorithms for intrinsic evolvable hardware

JC Gallagher, S Vigraham… - IEEE Transactions on …, 2004‏ - ieeexplore.ieee.org
For many evolvable hardware applications, small size and power efficiency are critical
design considerations. One manner in which significant memory, and thus, power and space …

A hardware implementation of the compact genetic algorithm

C Aporntewan… - Proceedings of the 2001 …, 2001‏ - ieeexplore.ieee.org
We propose a hardware implementation of the Compact Genetic Algorithm (GA). The design
is realized using the Verilog hardware description language (HDL) and then fabricated on …

FPGA implementation of genetic algorithm for UAV real-time path planning

FCJ Allaire, M Tarbouchi, G Labonté… - … Symposium On Unmanned …, 2009‏ - Springer
The main objective of an Unmanned-Aerial-Vehicle (UAV) is to provide an operator with
services from its payload. Currently, to get these UAV services, one extra human operator is …

High-performance parallel implementation of genetic algorithm on fpga

MF Torquato, MAC Fernandes - Circuits, Systems, and Signal Processing, 2019‏ - Springer
Genetic algorithms (GAs) are used to solve search and optimization problems in which an
optimal solution can be found using an iterative process with probabilistic and non …

Customizable FPGA IP core implementation of a general-purpose genetic algorithm engine

PR Fernando, S Katkoori, D Keymeulen… - IEEE Transactions …, 2009‏ - ieeexplore.ieee.org
Hardware implementation of genetic algorithms (GAs) is gaining importance because of
their proven effectiveness as optimization engines for real-time applications (eg, evolvable …

Challenges of evolvable hardware: past, present and the path to a promising future

PC Haddow, AM Tyrrell - Genetic Programming and Evolvable Machines, 2011‏ - Springer
Nature is phenomenal. The achievements in, for example, evolution are everywhere to be
seen: complexity, resilience, inventive solutions and beauty. Evolvable Hardware (EH) is a …