Deep Time-Delay Reservoir Computing Using Cascading Optoelectronic-Feedback Lasers

No abstract is available for this paper.

• Publication year

  2025

• Venue

  2025 13th International Conference on Intelligent Computing and Wireless Optical Communications (ICWOC)

• Publication date

  2025-06-27

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1109/ICWOC65853.2025.11150804
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• The optoelectronic reservoir computing system based on parallel multi-time-delay feedback loops for time-series prediction and optical performance monitoring

  2024cited by this paper
• Deep photonic reservoir computing recurrent network

  2023cited by this paper
• Physical deep learning with biologically inspired training method: gradient-free approach for physical hardware

  2022cited by this paper
• Parallel and deep reservoir computing using semiconductor lasers with optical feedback

  2022influential reference
• Characteristic Study on Parallel Reservoir Computation Based on VCSEL Dynamics With Optoelectronic Feedback

  2022cited by this paper
• Design of parallel reservoir computing by mutually-coupled semiconductor lasers with optoelectronic feedback

  2021cited by this paper
• Asymmetrical performance of a laser-based reservoir computer with optoelectronic feedback.

  2020cited by this paper
• Coupled nonlinear delay systems as deep convolutional neural networks

  2019cited by this paper
• Recent Advances in Physical Reservoir Computing: A Review

  2018cited by this paper
• Deep reservoir computing: A critical experimental analysis

  2017cited by this paper
• Reservoir computing with a slowly modulated mask signal for preprocessing using a mutually coupled optoelectronic system

  2016cited by this paper
• Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal.

  2016cited by this paper
• Parallel photonic information processing at gigabyte per second data rates using transient states

  2013cited by this paper
• Semiconductor Lasers : Stability , Instability and Chaos

  2013cited by this paper
• Optoelectronic reservoir computing: tackling noise-induced performance degradation.

  2013cited by this paper
• All-optical Reservoir Computing

  2012cited by this paper
• Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing.

  2012cited by this paper
• Optoelectronic Reservoir Computing

  2011cited by this paper
• Information processing using a single dynamical node as complex system

  2011cited by this paper
• Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

  2002cited by this paper
• Time Series Prediction: Forecasting the Future and Understanding the Past

  1994cited by this paper
• External optical feedback effects on semiconductor injection laser properties

  1980cited by this paper

• No citing papers are available for this paper.