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Mahdi Nikdast

OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration

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Jul 11, 2024
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Lightator: An Optical Near-Sensor Accelerator with Compressive Acquisition Enabling Versatile Image Processing

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Mar 08, 2024
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Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators

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Mar 07, 2024
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Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics

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Jan 12, 2024
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OISA: Architecting an Optical In-Sensor Accelerator for Efficient Visual Computing

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Nov 30, 2023
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Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks

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Aug 07, 2023
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GHOST: A Graph Neural Network Accelerator using Silicon Photonics

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Jul 04, 2023
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TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics

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Mar 22, 2023
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Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing

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Mar 22, 2023
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Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics

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Jan 28, 2023
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