An Evolvable Hardware Chip and Its Application as a Multi-Function Prosthetic Hand Controller
Abstract
This paper describes the application of genetic al-gorithms to the biomedical engineering problem of a multi-function myoelectric prosthetic hand controller. This is achieved by an innovative LSI chip (EHW chip), i.e., a VLSI implementation of Evolvable Hardware (EHW), which can adapt its own circuit structure to its environment au-tonomously and quickly by using genetic algo-rithms. Usually, a long training period (almost one month) is required before multi-function my-oelectric prosthetic hands can be controlled, how-ever, the EHW chip controller developed here can reduce this period and it has been designed for easy implementation within a prosthetic hand. There are plans to commercialize the prosthetic hand with the EHW chip, and the medical de-partment of Hokkaido University has already de-cided to adopt this for clinical treatment.
Cite
Text
Kajitani et al. "An Evolvable Hardware Chip and Its Application as a Multi-Function Prosthetic Hand Controller." AAAI Conference on Artificial Intelligence, 1999.Markdown
[Kajitani et al. "An Evolvable Hardware Chip and Its Application as a Multi-Function Prosthetic Hand Controller." AAAI Conference on Artificial Intelligence, 1999.](https://mlanthology.org/aaai/1999/kajitani1999aaai-evolvable/)BibTeX
@inproceedings{kajitani1999aaai-evolvable,
title = {{An Evolvable Hardware Chip and Its Application as a Multi-Function Prosthetic Hand Controller}},
author = {Kajitani, Isamu and Hoshino, Tsutomu and Kajihara, Nobuki and Iwata, Masaya and Higuchi, Tetsuya},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {1999},
pages = {182-187},
url = {https://mlanthology.org/aaai/1999/kajitani1999aaai-evolvable/}
}