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On-chip bacterial foraging training in silicon photonic circuits for projection-enabled nonlinear classification

Engineering and Technology

On-chip bacterial foraging training in silicon photonic circuits for projection-enabled nonlinear classification

G. Cong, N. Yamamoto, et al.

Explore the innovative projection-based classification principle that enables on-chip training of photonic devices for machine learning, demonstrated by authors Guangwei Cong, Noritsugu Yamamoto, Takashi Inoue, Yuriko Maegami, Morifumi Ohno, Shota Kita, Shu Namiki, and Koji Yamada. This research achieves impressive accuracy in various Boolean logics and Iris classification, showing unparalleled scalability without traditional activation functions.

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~3 min • Beginner • English
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