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Optical Neural Network Design

  • Photonic neural networks for high-speed AI inference

    Reconfigurable optical computing architectures

    Low-power photonic accelerators for edge devices

    On-chip optical reservoir computing

    Scalable diffractive neural networks

    Optical spiking neural networks

    Time-domain photonic networks for dynamic data

    All-optical memory for recurrent neural processing

Bio-Inspired Optical Sensing

  • Real-time neural signal decoding with photonics

    Event-based optical vision sensors

    Multi-modal optical fusion (visible/IR/THz)

    Neuromorphic photonic auditory systems

    Optical tactile sensing for robotics

    Brain-machine interfaces with photonic readout

    Optical flow sensors for micro-robotics

    Bio-hybrid optical sensors with living cells

Optical AI Algorithms

  • Physics-aware training for photonic networks

    Self-supervised learning in optical systems

    Distributed optical learning frameworks

    Quantum-enhanced optical machine learning

    Explainable AI for diffractive models

    Robustness optimization for noisy photonic hardware

    Federated learning across photonic edge nodes

    Neural architecture search for optical hardware

Photonic Hardware Innovation

  • Silicon-based neuromorphic photonics

    Advanced materials for optical synapses

    3D-integrated photonic computing chips

    Optically programmable interconnects

    Cryogenic photonic processors

    Wafer-scale manufacturing of optical AI hardware

    Flexible photonic substrates for wearable AI

    Optical computing with topological photonics

Where & How to Submit

All submissions must be uploaded exclusively via Easychair.

© 2026 ONNNC 2026. All rights reserved.

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onnnc@outlook.com

© 2026 ONNNC 2026. All rights reserved.

HOME

CALL FOR PAPER

SUBMISSION

REGISTRATION

onnnc@outlook.com