作者
Matthew Dale, Julian F Miller, Susan Stepney, Martin A Trefzer
发表日期
2016
研讨会论文
Unconventional Computation and Natural Computation: 15th International Conference, UCNC 2016, Manchester, UK, July 11-15, 2016, Proceedings 15
页码范围
49-61
出版商
Springer International Publishing
简介
Reservoir Computing is a useful general theoretical model for many dynamical systems. Here we show the first steps to applying the reservoir model as a simple computational layer to extract exploitable information from physical substrates consisting of single-walled carbon nanotubes and polymer mixtures. We argue that many physical substrates can be represented and configured into working reservoirs given some pre-training through evolutionary selected input-output mappings and targeted input stimuli.
引用总数
2016201720182019202020212022202320243116118156133
学术搜索中的文章
M Dale, JF Miller, S Stepney, MA Trefzer - … Conference, UCNC 2016, Manchester, UK, July 11-15 …, 2016