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Spectral kernal machine integrates spectral imaging with machine vision and AI

Spectral kernal machine

The spectral kernel machine integrates a spectral encoder with an electrically tunable bipolar photodetector to perform spectral analysis directly at the point of photodetection (Image: Science - 2025 / UCLA)

A new sensor developed at UCLA performs machine learning during photodetection

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