Coupled oscillators for computing: A review and perspective 论文
2020Applied Physics Reviews引用 264
Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural dynamics and brain function
详细信息
- 发表期刊/会议
- Applied Physics Reviews
- 发表日期
- 2020-01-03
- 发表年份
- 2020
关键词
Neural Networks and Reservoir ComputingAdvanced Memory and Neural ComputingNeural dynamics and brain function
摘要
Coupled oscillators are highly complex dynamical systems, and it is an intriguing concept to use this oscillator dynamics for computation. The idea is not new, but is currently the subject to intense research as part of the quest for “beyond Moore” electronic devices. To a large extent, these efforts are motivated by biological observations: neural systems and mammalian brains, which seem to operate on oscillatory signals. In this paper, we give a survey of oscillator-based computing, with the goal of understanding its promise and limitation for next-generation computing. Our focus will be on the physics of (mostly nanoscale) oscillatory systems and on their characteristics that may enable effective computing.