Dr. Nicola Peserico Profile

Dr. Nicola Peserico

at University of Florida

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Author

Publications (12)

Proceedings Article | 13 March 2024 Presentation + Paper

Optical memory in IoT devices: an energy-efficient approach using phase change materials

Belal Jahannia, Jiachi Ye, Salem Altaleb, Chandraman Patil, Elham Heidari, Volker Sorger, Nicola Peserico, Hamed Dalir

Proceedings Volume 12903, 1290305 (2024) https://doi.org/10.1117/12.3003184

KEYWORDS: Internet of things, Energy efficiency, Data storage, Binary data, Photonics

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Proceedings Article | 13 March 2024 Presentation + Paper

Low-latency full precision optical convolutional neural network accelerator

Belal Jahannia, Jiachi Ye, Salem Altaleb, Nicola Peserico, Navid Asadizanjani, Elham Heidari, Volker Sorger, Hamed Dalir

Proceedings Volume 12903, 1290307 (2024) https://doi.org/10.1117/12.3003314

KEYWORDS: Optical computing, Computing systems, Power consumption, Convolutional neural networks, Neural networks, Matrix multiplication

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Proceedings Article | 13 March 2024 Presentation

PhotoFourier: accelerating convolutional neural network by employing silicon photonics Fourier transform

Nicola Peserico, Hangbo Yang, Hamed Dalir, Volker Sorger

Proceedings Volume PC12903, PC1290305 (2024) https://doi.org/10.1117/12.3003720

KEYWORDS: Silicon photonics, Fourier transforms, Convolutional neural networks, Convolution, Photodetectors, Analog to digital converters, Neural networks, Field programmable gate arrays, Video processing, Power consumption

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Proceedings Article | 8 March 2024 Presentation + Paper

Enhancing and up-scaling of integrated photonic 4F convolution neural networks

Hangbo Yang, Nicola Pesericoa, Shurui Li, Benyamin Fallahi Motlagh, Jaskirat Singh Virdi, Puneet Gupta, Volker Sorger, Chee Wei Wong

Proceedings Volume 12890, 1289003 (2024) https://doi.org/10.1117/12.2692958

KEYWORDS: Convolution, Neural networks, Integrated photonics, Modulation, Waveguides, Backscatter, Fourier transforms, Design, Wavelength division multiplexing

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Proceedings Article | 4 October 2023 Presentation + Paper

Programmable photonic chips and applications

Nicola Peserico, Behrouz Movahhed Nouri, Hamed Dalir, Volker Sorger

Proceedings Volume 12647, 1264704 (2023) https://doi.org/10.1117/12.2678662

KEYWORDS: Silicon photonics, Neural networks, Laser bonding, Wavelength division multiplexing, Neurons, Silicon, Quantum technology applications, Quantum machine learning, Quantum chips, Power consumption

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Proceedings Article | 4 October 2023 Presentation + Paper

PhotoFourier: silicon photonics joint transfer correlator for convolution neural network

Nicola Peserico, Shurui Li, Hangbo Yang, Hamed Dalir, Puneet Gupta, Volker Sorger

Proceedings Volume 12673, 1267307 (2023) https://doi.org/10.1117/12.2678666

KEYWORDS: Convolution, Silicon photonics, Neural networks, Receivers, Photodetectors, Microrings, Geometrical optics, Fourier transforms, Analog to digital converters, Wavelength division multiplexing

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Proceedings Article | 17 March 2023 Presentation + Paper

Power conservation version of application-specific photonic integrated circuit

Chen Shen, Nicola Peserico, Hamed Dalir, Behrouz Movahhed Nouri, Volker Sorger

Proceedings Volume 12425, 124250I (2023) https://doi.org/10.1117/12.2650178

KEYWORDS: Integrated optics, Partial differential equations, Analog electronics, Photodetectors, Photonic integrated circuits, 2D materials

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Proceedings Article | 17 March 2023 Presentation + Paper

Design and testing of silicon photonic 4F system for convolutional neural networks

Nicola Peserico, Jiawei Meng, Hangbo Yang, Xiaoxuan Ma, Shurui Li, Hamed Dalir, Puneet Gupta, Chee Wei Wong, Volker Sorger

Proceedings Volume 12424, 124240L (2023) https://doi.org/10.1117/12.2650228

KEYWORDS: Photonics, Neural networks, Silicon photonics, Lithium, Photodetectors, Machine learning, Design and modelling, Convolutional neural networks, Microrings, Artificial neural networks

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Proceedings Article | 17 March 2023 Presentation

Photonic-chip Fourier convolution processor

Nicola Peserico, Behrouz Movahhed Nouri, Hamed Dalir, Volker Sorger

Proceedings Volume PC12438, PC124380F (2023) https://doi.org/10.1117/12.2647183

KEYWORDS: Convolution, Image filtering, Silicon photonics, Photonic integrated circuits, Optoelectronics, Modulation, Machine learning, Image processing, Image classification, Electrooptic modulators

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Proceedings Article | 15 March 2023 Presentation + Paper

Photonic tensor core machine learning accelerator

Xiaoxuan Ma, Behrouz Movahhed Nouri, Nicola Peserico, Hamed Dalir, Volker Sorger

Proceedings Volume 12438, 124380D (2023) https://doi.org/10.1117/12.2647179

KEYWORDS: Silicon photonics, Photodetectors, Neural networks, Laser bonding, Photonic integrated circuits, Integrated optics, Design and modelling, Artificial intelligence

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Proceedings Article | 15 March 2023 Presentation + Paper

Reconfigurable focusing and defocusing meta lens using Sb2Se3 phase change material

Jiawei Meng, Nicola Peserico, Yaliang Gui, Haoyan Kang, Hamed Dalir, Behrouz Movahhed Nouri, Volker Sorger

Proceedings Volume 12432, 1243203 (2023) https://doi.org/10.1117/12.2648377

KEYWORDS: Antimony, Lithium, Silicon photonics, Neural networks, Nanophotonics, Metalenses, Sun, Silicon, Refractive index, Oxides

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Proceedings Article | 3 October 2022 Paper

Photonic tensor core for machine learning: a review

Nicola Peserico, Xiaoxuan Ma, Bahvin Shastri, Volker Sorger

Proceedings Volume 12204, 1220407 (2022) https://doi.org/10.1117/12.2633916

KEYWORDS: Photonic integrated circuits, Machine learning, Neural networks, Wavelength division multiplexing, Microrings, Resonators, Neurons, Matrix multiplication, Modulators, Laser sources

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Showing 5 of 12 publications

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