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Packaging and Interconnect Considerations in Neuromorphic Photonic Accelerators

https://doi.org/10.1109/JSTQE.2022.3200604

Nezami, Mohammadreza Sanadgol; de Lima, Thomas Ferreira; Mitchell, Matthew; Yu, Shangxuan; Wang, Jing; Bilodeau, Simon; Zhang, Weipeng; Al-Qadasi, Mohammed; Taghavi, Iman; Tofini, Alexander; et al (March 2023, IEEE Journal of Selected Topics in Quantum Electronics)

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Silicon Photonics for Artificial Intelligence and Neuromorphic Computing

https://doi.org/10.1109/SUM48717.2021.9505837

Shastri, Bhavin J.; de Lima, Thomas Ferreira; Huang, Chaoran; Marquez, Bicky A.; Shekhar, Sudip; Chrostowski, Lukas; Prucnal, Paul R. (July 2021, in 2021 IEEE Photonics Society Summer Topicals Meeting Series (SUM))
null (Ed.)
Artificial intelligence and neuromorphic computing driven by neural networks has enabled many applications. Software implementations of neural networks on electronic platforms are limited in speed and energy efficiency. Neuromorphic photonics aims to build processors in which optical hardware mimic neural networks in the brain.
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Neuromorphic Photonic Networks

Shastri, Bhavin J; Bilodeau, Simon; Marquez, Bicky A; Tait, Alexander N; de Lima, Thomas F; Huang, Chaoran; Chrostowski, Lukas; Shekhar, Sudip; Prucnal, Paul R (July 2021, Optical Fiber Communication Conference (OFC))
Dong, P.; Kani, J.; Xie, C.; Casellas, R.; Cole, C.; Li, M. (Ed.)
Neuromorphic photonics exploit optical device physics for neuron models, and optical interconnects for distributed, parallel, and analog processing for high-bandwidth, low-latency and low switching energy applications in artificial intelligence and neuromorphic computing.
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Feedback control for microring weight banks

https://doi.org/10.1364/OE.26.026422

Tait, Alexander N.; Jayatilleka, Hasitha; De Lima, Thomas Ferreira; Ma, Philip Y.; Nahmias, Mitchell A.; Shastri, Bhavin J.; Shekhar, Sudip; Chrostowski, Lukas; Prucnal, Paul R. (September 2018, Optics Express)
Controlling evanescent waves using silicon photonic all-dielectric metamaterials for dense integration

https://doi.org/10.1038/s41467-018-04276-8

Jahani, Saman; Kim, Sangsik; Atkinson, Jonathan; Wirth, Justin C.; Kalhor, Farid; Noman, Abdullah Al; Newman, Ward D.; Shekhar, Prashant; Han, Kyunghun; Van, Vien; et al (December 2018, Nature Communications)

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Silicon Photonic Circuit Design Using Rapid Prototyping Foundry Process Design Kits

https://doi.org/10.1109/JSTQE.2019.2917501

Chrostowski, Lukas; Shoman, Hossam; Hammood, Mustafa; Yun, Han; Jhoja, Jaspreet; Luan, Enxiao; Lin, Stephen; Mistry, Ajay; Witt, Donald; Jaeger, Nicolas A.F.; et al (October 2019, IEEE Journal of Selected Topics in Quantum Electronics)

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