# Neural Networks and Reservoir Computing

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/neural-networks-and-reservoir-computing-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 299,828 |
| Description | This cluster of papers focuses on the application of photonic reservoir computing for neural computation, machine learning, and information processing. It explores the use of semiconductor lasers, neuromorphic photonics, and optical neural networks, as well as the implementation of echo state networks and nonlinear dynamics in photonic systems. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T12611 |
| Works | 37,153 |

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://scholariq.org/researchers/yoshua-bengio/)
- [Valery L. Feigin](https://scholariq.org/researchers/valery-l-feigin/)
- [Hua Zhang](https://scholariq.org/researchers/hua-zhang-2/)
- [Koray Kavukcuoglu](https://scholariq.org/researchers/koray-kavukcuoglu/)
- [Han Zhang](https://scholariq.org/researchers/han-zhang/)
- [Christof Koch](https://scholariq.org/researchers/christof-koch/)
- [David Van Den Berg](https://scholariq.org/researchers/david-van-den-berg/)
- [Xiang Zhang](https://scholariq.org/researchers/xiang-zhang/)
- [Yuri S. Kivshar](https://scholariq.org/researchers/yuri-s-kivshar/)
- [Terrence J. Sejnowski](https://scholariq.org/researchers/terrence-j-sejnowski/)
- [Shanhui Fan](https://scholariq.org/researchers/shanhui-fan/)
- [James Kennedy](https://scholariq.org/researchers/james-kennedy/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.