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conftrace_

optical neural network

6 papers

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Also known as

ONN

Co-occurring keywords · papers mentioning both

on-chip learning (2) zeroth-order optimization (2) photonic chip (1) in-situ training (1) physics-aware training (1) rotation architecture (1) structural similarity (1) power efficiency (1) feature separation (1) parameter perturbation (1)

Papers

Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025 PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation WACV 2025 Physics-Constrained Comprehensive Optical Neural Networks NeurIPS 2024 Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023 Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization AAAI 2021 L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient in-situ Subspace Optimization NeurIPS 2021