On-chip photonic decision maker using spontaneous mode switching in a ring laser

Area of Science:

• Integrated photonics
• Artificial intelligence
• Quantum physics

Background:

• Efficient decision-making is crucial for advancing artificial intelligence and information communication technologies.
• Existing methods often require complex computational resources.
• Exploring novel physical phenomena for computational tasks is an active research area.

Purpose of the Study:

• To propose and demonstrate an on-chip, integrated photonic decision maker.
• To leverage the unique dynamics of ring lasers for computational tasks.
• To address the challenge of efficient and accurate decision making in uncertain environments.

Main Methods:

• Utilizing a ring laser exhibiting spontaneous switching between clockwise and counter-clockwise oscillatory dynamics.
• Applying these dynamics to solve a multi-armed bandit problem.
• Experimental demonstration of on-line decision making and autonomous adaptation.

Main Results:

• The ring laser's spontaneous switching dynamics were successfully employed for decision making.
• Efficient exploration and accurate decision-making were achieved.
• Autonomous adaptation to an uncertain environment was experimentally verified.

Conclusions:

• The study demonstrates a novel photonic decision maker based on ring laser physics.
• This approach offers a path towards accelerating intelligent functionality using integrated photonics.
• Fluctuating physics in integrated photonic devices can be harnessed for advanced computational capabilities.