Zobrazeno 1 - 10
of 263
pro vyhledávání: '"Huang Chaoran"'
Reservoir computing (RC) is a leading machine learning algorithm for information processing due to its rich expressiveness. A new RC paradigm has recently emerged, showcasing superior performance and delivering more interpretable results with shorter
Externí odkaz:
http://arxiv.org/abs/2407.05840
Autor:
Xu, Tengji, Zhang, Weipeng, Zhang, Jiawei, Luo, Zeyu, Xiao, Qiarong, Wang, Benshan, Luo, Mingcheng, Xu, Xingyuan, Shastri, Bhavin J., Prucnal, Paul R., Huang, Chaoran
Integrated photonic neural networks (PNNs) are at the forefront of AI computing, leveraging on light's unique properties, such as large bandwidth, low latency, and potentially low power consumption. Nevertheless, the integrated optical components wit
Externí odkaz:
http://arxiv.org/abs/2401.08180
Autor:
Feng, Hanke, Ge, Tong, Guo, Xiaoqing, Wang, Benshan, Zhang, Yiwen, Chen, Zhaoxi, Zhu, Sha, Zhang, Ke, Sun, Wenzhao, Huang, Chaoran, Yuan, Yixuan, Wang, Cheng
Integrated microwave photonics is an intriguing field that leverages integrated photonic technologies for the generation, transmission, and manipulation of microwave signals in chip-scale optical systems. In particular, ultrafast processing and compu
Externí odkaz:
http://arxiv.org/abs/2306.14415
DSP (digital signal processing) has been widely applied in optical communication systems to mitigate signal distortions and has become one of the key technologies that have sustained data traffic growth over the past decade. However, the strict energ
Externí odkaz:
http://arxiv.org/abs/2210.00930
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:
Jha, Aashu, Huang, Chaoran, deLima, Thomas Ferriera, Peng, Hsuan-Tung, Shastri, Bhavin, Prucnal, Paul R.
The bandwidth and energy demands of neural networks has spurred tremendous interest in developing novel neuromorphic hardware, including photonic integrated circuits. Although an optical waveguide can accommodate hundreds of channels with THz bandwid
Externí odkaz:
http://arxiv.org/abs/2203.01128
Publikováno v:
In Journal of Power Sources 15 September 2024 614
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