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ORCIDBhavin J. Shastri
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2020 – today
- 2024
[j4]Matej Hejda
, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado:
Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system. Neuromorph. Comput. Eng. 4(2): 24011 (2024)- [i20]Tengji Xu, Weipeng Zhang, Jiawei Zhang, Zeyu Luo, Qiarong Xiao, Benshan Wang, Mingcheng Luo, Xingyuan Xu, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang:
Control-free and efficient silicon photonic neural networks via hardware-aware training and pruning. CoRR abs/2401.08180 (2024) - [i19]Hugh D. Morison, Jagmeet Singh, Nayem Al Kayed, A. Aadhi, Maryam Moridsadat, Marcus Tamura, Alexander N. Tait, Bhavin J. Shastri:
Nonlinear dynamics in neuromorphic photonic networks: physical simulation in Verilog-A. CoRR abs/2401.12942 (2024) - [i18]Sean Lam, Ahmed Khaled, Simon Bilodeau, Bicky A. Marquez, Paul R. Prucnal, Lukas Chrostowski, Bhavin J. Shastri, Sudip Shekhar:
Dynamic Electro-Optic Analog Memory for Neuromorphic Photonic Computing. CoRR abs/2401.16515 (2024) - 2023
- [c12]Nicola Peserico, Xiaoxuan Ma, Ahmed Khaled, Zhimu Gou, Bhavin J. Shastri, Volker J. Sorger:
Fully Integrated Silicon Photonic Tensor Core for Next-Generation Applications. OFC 2023: 1-4 - [i17]Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado:
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems. CoRR abs/2305.00788 (2023) - [i16]Zhongjin Lin, Bhavin J. Shastri, Shangxuan Yu, Jingxiang Song, Yuntao Zhu, Arman Safarnejadian, Wangning Cai, Yanmei Lin, Wei Ke, Mustafa Hammood, Tianye Wang, Mengyue Xu, Zibo Zheng, Mohammed Al-Qadasi, Omid Esmaeeli, Mohamed Rahim, Grzegorz Pakulski, Jens H. Schmid, Pedro Barrios, Weihong Jiang, Hugh D. Morison, Matthew Mitchell, Xiaogang Qiang, Xun Guan, Nicolas A. F. Jaeger, Leslie Ann Rusch, Sudip Shekhar, Wei Shi, Siyuan Yu, Xinlun Cai, Lukas Chrostowski:
65 GOPS/neuron Photonic Tensor Core with Thin-film Lithium Niobate Photonics. CoRR abs/2311.16896 (2023) - 2022
- [c11]Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Weipeng Zhang, Bhavin J. Shastri, Paul R. Prucnal:
High-speed time series prediction and classification on an all-optical neural network. OFC 2022: 1-3 - [i15]Benshan Wang, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang:
Multi-Wavelength Photonic Neuromorphic Computing for Intra and Inter-Channel Distortion Compensations in WDM Optical Communication Systems. CoRR abs/2210.00930 (2022) - [i14]Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger:
Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review. CoRR abs/2211.01476 (2022) - 2021
- [c10]Chaoran Huang, Thomas Ferreira de Lima, Shinsuke Fujisawa, Alexander N. Tait, Hsuan-Tung Peng, Bhavin J. Shastri, Ting Wang, Paul R. Prucnal:
Neuromorphic Photonics for Optical Communication Systems. OFC 2021: 1-3 - [c9]Bhavin J. Shastri, Simon Bilodeau, Bicky A. Marquez, Alexander N. Tait, Thomas Ferreira de Lima, Chaoran Huang, Lukas Chrostowski, Sudip Shekhar, Paul R. Prucnal:
Neuromorphic Photonic Networks. OFC 2021: 1-2 - [i13]Weipeng Zhang, Chaoran Huang, Simon Bilodeau, Aashu Jha, Eric C. Blow, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal:
Microring Weight Banks Control beyond 8.5-bits Accuracy. CoRR abs/2104.01164 (2021) - [i12]Chaoran Huang, Volker J. Sorger, Mario Miscuglio, Mohammed Al-Qadasi, Avilash Mukherjee, Sudip Shekhar, Lukas Chrostowski, Lutz Lampe, Mitchell Nichols, Mable P. Fok, Daniel Brunner, Alexander N. Tait, Thomas Ferreira de Lima, Bicky A. Marquez, Paul R. Prucnal, Bhavin J. Shastri:
Prospects and applications of photonic neural networks. CoRR abs/2105.09943 (2021) - [i11]Hsuan-Tung Peng, Joshua Lederman, Lei Xu, Thomas Ferreira de Lima, Chaoran Huang, Bhavin J. Shastri, David Rosenbluth, Paul R. Prucnal:
A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge. CoRR abs/2106.13865 (2021) - [i10]Mohammed Al-Qadasi, Lukas Chrostowski, Bhavin J. Shastri, Sudip Shekhar:
Scaling Up Silicon Photonic-based Accelerators: Challenges and Opportunities, and Roadmapping with Silicon Photonics 2.0. CoRR abs/2109.08025 (2021) - [i9]Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal:
Photonic spiking neural networks and CMOS-compatible graphene-on-silicon spiking neurons. CoRR abs/2109.13797 (2021) - [i8]Matthew J. Filipovich, Zhimu Guo, Mohammed Al-Qadasi, Bicky A. Marquez, Hugh D. Morison, Volker J. Sorger, Paul R. Prucnal, Sudip Shekhar, Bhavin J. Shastri:
Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. CoRR abs/2111.06862 (2021) - 2020
- [c8]Paul R. Prucnal, Thomas Ferreira de Lima, Chaoran Huang, Bicky A. Marquez, Bhavin J. Shastri:
Neuromorphic Photonics: Current Status and Challenges. ECOC 2020: 1-4 - [c7]Chaoran Huang, Simon Bilodeau, Thomas Ferreira de Lima, Alexander N. Tait, Philip Y. Ma, Eric C. Blow, Aashu Jha, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal:
Demonstration of Multi-Channel Feedback Control for On-Chip Microring Weight Banks. OFC 2020: 1-3 - [c6]Chaoran Huang, Shinsuke Fujisawa, Thomas Ferreira de Lima, Alexander N. Tait, Eric C. Blow, Yue Tian, Simon Bilodeau, Aashu Jha, Fatih Yaman, Hussam G. Batshon, Hsuan-Tung Peng, Bhavin J. Shastri, Yoshihisa Inada, Ting Wang, Paul R. Prucnal:
Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. OFC 2020: 1-3 - [c5]Thomas Ferreira de Lima, Chaoran Huang, Simon Bilodeau, Alexander N. Tait, Hsuan-Tung Peng, Philip Y. Ma, Eric C. Blow, Bhavin J. Shastri, Paul R. Prucnal:
Real-Time Operation of Silicon Photonic Neurons. OFC 2020: 1-3 - [i7]Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Wolfram H. P. Pernice, Harish Bhaskaran, C. David Wright, Paul R. Prucnal:
Photonics for artificial intelligence and neuromorphic computing. CoRR abs/2011.00111 (2020)
2010 – 2019
- 2019
- [c4]Chaoran Huang, Thomas Ferreira de Lima, Aashu Jha, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal:
Giant Enhancement in Signal Contrast using Integrated All-Optical Nonlinear Thresholder. OFC 2019: 1-3 - [i6]Viraj Bangari, Bicky A. Marquez, Heidi B. Miller, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira de Lima, Hsuan-Tung Peng, Paul R. Prucnal, Bhavin J. Shastri:
Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs). CoRR abs/1907.01525 (2019) - [i5]Bicky A. Marquez, Jose Suarez-Vargas, Bhavin J. Shastri:
Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction. CoRR abs/1907.03122 (2019) - [i4]Thomas Ferreira de Lima, Alexander N. Tait, Hooman Saeidi, Mitchell A. Nahmias, Hsuan-Tung Peng, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal:
Noise Analysis of Photonic Modulator Neurons. CoRR abs/1907.07325 (2019) - 2018
- [c3]Alexander N. Tait, Thomas Ferreira de Lima, Philip Y. Ma, Matthew P. Chang, Mitchell A. Nahmias, Bhavin J. Shastri, Prateek Mittal, Paul R. Prucnal:
Blind source separation in the physical layer. CISS 2018: 1-6 - [c2]Paul R. Prucnal, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira de Lima, Hsuan-Tung Peng, Bhavin J. Shastri:
Photonics for Neuromorphic Computing. ECOC 2018: 1-3 - [i3]Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Mitchell A. Nahmias, Hsuan-Tung Peng, Paul R. Prucnal:
Principles of Neuromorphic Photonics. CoRR abs/1801.00016 (2018) - 2016
- [i2]Alexander N. Tait, Ellen Zhou, Thomas Ferreira de Lima, Allie X. Wu, Mitchell A. Nahmias, Bhavin J. Shastri, Paul R. Prucnal:
Neuromorphic Silicon Photonics. CoRR abs/1611.02272 (2016) - 2015
- [j3]Ben Wu, Bhavin J. Shastri, Prateek Mittal, Alexander N. Tait, Paul R. Prucnal:
Optical Signal Processing and Stealth Transmission for Privacy. IEEE J. Sel. Top. Signal Process. 9(7): 1185-1194 (2015) - [c1]Thomas Ferreira de Lima, Alexander N. Tait, Mitchell A. Nahmias, Bhavin J. Shastri, Paul R. Prucnal:
Improved spectral sensing in cognitive radios using photonic-based principal component analysis. ICSPCS 2015: 1-5 - 2014
- [i1]Bhavin J. Shastri, Alexander N. Tait, Mitchell A. Nahmias, Paul R. Prucnal:
Photonic spike processing: ultrafast laser neurons and an integrated photonic network. CoRR abs/1407.2917 (2014) - 2010
- [j2]Bhavin J. Shastri, Yousra Ben M'Sallem, Nicholas Zicha, Leslie A. Rusch, Sophie LaRochelle, David V. Plant:
Experimental Study of Burst-Mode Reception in a 1300 km Deployed Fiber Link. JOCN 2(1): 1-9 (2010)
2000 – 2009
- 2007
- [j1]Bhavin J. Shastri, Martin D. Levine:
Face recognition using localized features based on non-negative sparse coding. Mach. Vis. Appl. 18(2): 107-122 (2007)
Coauthor Index
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