Zobrazeno 1 - 10
of 58
pro vyhledávání: '"Bilodeau Simon"'
Autor:
Ferreira de Lima Thomas, Doris Eli A., Bilodeau Simon, Zhang Weipeng, Jha Aashu, Peng Hsuan-Tung, Blow Eric C., Huang Chaoran, Tait Alexander N., Shastri Bhavin J., Prucnal Paul R.
Publikováno v:
Nanophotonics, Vol 11, Iss 17, Pp 3805-3822 (2022)
Neuromorphic photonic processors based on resonator weight banks are an emerging candidate technology for enabling modern artificial intelligence (AI) in high speed analog systems. These purpose-built analog devices implement vector multiplications w
Externí odkaz:
https://doaj.org/article/cbf3bf7a16c84203922a924d8b39c276
Neuromorphic (brain-inspired) photonics leverages photonic chips to accelerate artificial intelligence, offering high-speed and energy efficient solutions in RF communication, tensor processing, and data classification. However, the limited physical
Externí odkaz:
http://arxiv.org/abs/2407.02366
Autor:
Lam, Sean, Khaled, Ahmed, Bilodeau, Simon, Marquez, Bicky A., Prucnal, Paul R., Chrostowski, Lukas, Shastri, Bhavin J., Shekhar, Sudip
Artificial intelligence (AI) has seen remarkable advancements across various domains, including natural language processing, computer vision, autonomous vehicles, and biology. However, the rapid expansion of AI technologies has escalated the demand f
Externí odkaz:
http://arxiv.org/abs/2401.16515
Autor:
Zhang, Weipeng, Lederman, Joshua C., de Lima, Thomas Ferreira, Zhang, Jiawei, Bilodeau, Simon, Hudson, Leila, Tait, Alexander, Shastri, Bhavin J., Prucnal, Paul R.
Radio-frequency interference is a growing concern as wireless technology advances, with potentially life-threatening consequences like interference between radar altimeters and 5G cellular networks. Mobile transceivers mix signals with varying ratios
Externí odkaz:
http://arxiv.org/abs/2306.14727
Autor:
Lederman, Joshua C., Zhang, Weipeng, de Lima, Thomas Ferreira, Blow, Eric C., Bilodeau, Simon, Shastri, Bhavin J., Prucnal, Paul R.
Publikováno v:
Nature Communications 14, 8197 (2023)
Multiple-input multiple-output (MIMO) mmWave devices broadcast multiple spatially-separated data streams simultaneously in order to increase data transfer rates. Data transfer can, however, be compromised by interference. Conventional techniques for
Externí odkaz:
http://arxiv.org/abs/2305.05528
Autor:
Hejda, Matěj, Doris, Eli A., Bilodeau, Simon, Robertson, Joshua, Owen-Newns, Dafydd, Shastri, Bhavin J., Prucnal, Paul R., Hurtado, Antonio
Publikováno v:
Neuromorph. Comput. Eng. 4 (2024) 024011
Spiking neurons and neural networks constitute a fundamental building block for brain-inspired computing, which is posed to benefit significantly from photonic hardware implementations. In this work, we experimentally investigate an interconnected sy
Externí odkaz:
http://arxiv.org/abs/2305.00788
Autor:
Zhang, Weipeng, Tait, Alexander, Huang, Chaoran, de Lima, Thomas Ferreira, Bilodeau, Simon, Blow, Eric, Jha, Aashu, Shastri, Bhavin J., Prucnal, Paul
The expansion of telecommunications incurs increasingly severe crosstalk and interference, and a physical layer cognitive method, called blind source separation (BSS), can effectively address these issues. BSS requires minimal prior knowledge to reco
Externí odkaz:
http://arxiv.org/abs/2205.05046
Autor:
de Lima, Thomas Ferreira, Doris, Eli A., Bilodeau, Simon, Zhang, Weipeng, Jha, Aashu, Peng, Hsuan-Tung, Blow, Eric C., Huang, Chaoran, Tait, Alexander N., Shastri, Bhavin J., Prucnal, Paul R.
Neuromorphic photonic processors based on resonator weight banks are an emerging candidate technology for enabling modern artificial intelligence (AI) in high speed, analog systems. These purpose-built analog devices implement vector multiplications
Externí odkaz:
http://arxiv.org/abs/2203.01792
Autor:
Huang, Chaoran, Fujisawa, Shinsuke, de Lima, Thomas Ferreira, Tait, Alexander N., Blow, Eric C., Tian, Yue, Bilodeau, Simon, Jha, Aashu, Yaman, F atih, Peng, Hsuan-Tung, Batshon, Hussam G., Shastri, Bhavin J., Inada, Yoshihisa, Wang, Ting, Prucnal, Paul R.
In optical communication systems, fibre nonlinearity is the major obstacle in increasing the transmission capacity. Typically, digital signal processing techniques and hardware are used to deal with optical communication signals, but increasing speed
Externí odkaz:
http://arxiv.org/abs/2110.12833
Autor:
Zhang, Weipeng, Huang, Chaoran, Peng, Hsuan-Tung, Bilodeau, Simon, Jha, Aashu, Blow, Eric, De Lima, Thomas Ferreira, Shastri, Bhavin J., Prucnal, Paul
Deep neural networks (DNN) consist of layers of neurons interconnected by synaptic weights. A high bit-precision in weights is generally required to guarantee high accuracy in many applications. Minimizing error accumulation between layers is also es
Externí odkaz:
http://arxiv.org/abs/2104.01164