Hybrid Optical Neuron with Polychromatic Detection and Radial Polarization Filter Architecture and Applications

Hybrid Optical Neuron with Radial Polarization Filter and Polychromatic Detection The invention proposes a compact hybrid optical neuron for multilevel signal processing, integrating optoelectronic and neuromorphic principles. It features a concentric radial polarization filter with 20 dedicated peripheral multicromatic windows (18° span each), tuned for spectral selectivity (Gaussian G(λ - λ_i), FWHM 20-50 nm), each paired with a dedicated GaAs/InGaAs photodiode measuring intensity (I), wavelength (λ, 400-1700 nm), and polarization angle (θ) via Stokes parameters. A transparent central window (α ≈ 0.05 area) enables isolated axial feedback for contextual mixing. Input light is pulsed at 1 GHz via an electro-optic modulator for synchronized operation. Analog logic circuits (TIA op-amps OPA657, comparators LM393) interpret signals locally, outputting binary-analog decisions (0-1 V) aggregated as S_mix = ∑ w_i · S_local,i + α · S_vecin (w_i = 1/20). Simulations show 35% crosstalk reduction, SNR ≈ 19 dB, and 4.2% stability gain in tandem neuron chains, enabling applications in AI hardware, medical diagnostics, surveillance, and more.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-25
DOI
https://doi.org/10.5281/zenodo.17443769
Primary Topic
Prenatal Screening and Diagnostics
Type
article
Field-Weighted Citation Impact
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article

Hybrid Optical Neuron with Polychromatic Detection and Radial Polarization Filter Architecture and Applications

Zenodo (CERN European Organization for Nuclear Research)
Prenatal Screening and Diagnostics
article

Hybrid Optical Neuron with Polychromatic Detection and Radial Polarization Filter Architecture and Applications

article en

Abstract

Hybrid Optical Neuron with Radial Polarization Filter and Polychromatic Detection The invention proposes a compact hybrid optical neuron for multilevel signal processing, integrating optoelectronic and neuromorphic principles. It features a concentric radial polarization filter with 20 dedicated peripheral multicromatic windows (18° span each), tuned for spectral selectivity (Gaussian G(λ - λ_i), FWHM 20-50 nm), each paired with a dedicated GaAs/InGaAs photodiode measuring intensity (I), wavelength (λ, 400-1700 nm), and polarization angle (θ) via Stokes parameters. A transparent central window (α ≈ 0.05 area) enables isolated axial feedback for contextual mixing. Input light is pulsed at 1 GHz via an electro-optic modulator for synchronized operation. Analog logic circuits (TIA op-amps OPA657, comparators LM393) interpret signals locally, outputting binary-analog decisions (0-1 V) aggregated as S_mix = ∑ w_i · S_local,i + α · S_vecin (w_i = 1/20). Simulations show 35% crosstalk reduction, SNR ≈ 19 dB, and 4.2% stability gain in tandem neuron chains, enabling applications in AI hardware, medical diagnostics, surveillance, and more.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 24%
Prenatal Screening and Diagnostics
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Hybrid Optical Neuron with Polychromatic Detection and Radial Polarization Filter Architecture and Applications · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS