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Holographic photonic neuron
- Publication Year :
- 2021
-
Abstract
- The promise of artificial intelligence (AI) to process complex datasets has brought about innovative computing paradigms. While recent developments in quantum-photonic computing have reached significant feats, mimicking our brain’s ability to recognize images are poorly integrated in these ventures. Here, I incorporate orbital angular momentum (OAM) states in a classical Vander Lugt optical correlator to create the holographic photonic neuron (HoloPheuron). The HoloPheuron can memorize an array of matched filters in a single phase-hologram, which is derived by linking OAM states with elements in the array. Successful correlation is independent of intensity and yields photons with OAM states of lℏ, which can be used as a transmission protocol or qudits for quantum computing. The unique OAM identifier establishes the HoloPheuron as a fundamental AI device for pattern recognition that can be scaled and integrated with other computing platforms to build-up a robust neuromorphic quantum-photonic processor.
- Subjects :
- FOS: Computer and information sciences
Quantitative Biology::Neurons and Cognition
Computer science
business.industry
Matched filter
Holography
FOS: Physical sciences
Physics::Optics
Computer Science - Emerging Technologies
law.invention
Identifier
Emerging Technologies (cs.ET)
Neuromorphic engineering
law
Optical correlator
Pattern recognition (psychology)
Electronic engineering
Photonics
business
Quantum computer
Optics (physics.optics)
Physics - Optics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....90233382abde82e2a58a723ab6d46623