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07/17/2023
Nonlinear Processing with Linear Optics
Deep neural networks have achieved remarkable breakthroughs by leveragin...
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07/03/2023
Towards Safe Autonomous Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach
The dynamic nature of driving environments and the presence of diverse r...
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05/30/2023
Forward-Forward Training of an Optical Neural Network
Neural networks (NN) have demonstrated remarkable capabilities in variou...
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09/05/2022
Prediction Based Decision Making for Autonomous Highway Driving
Autonomous driving decision-making is a challenging task due to the inhe...
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08/19/2022
Nonlinear Optical Data Transformer for Machine Learning
Modern machine learning models use an ever-increasing number of paramete...
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12/22/2020