Bhavin J. Shastri

37 papers Misc 1Journal 25Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Roadmap on Neuromorphic Photonics. CoRR Daniel Brunner, Bhavin J. Shastri, Mohammed Al-Qadasi, Hitesh Ballani, Sylvain Barbay, Stefano Biasi, Peter Bienstman, Simon Bilodeau, Wim Bogaerts, Fabian Böhm, Grace Brennan, Sonia M. Buckley, Xinlun Cai, Marcello Calvanese Strinati, Burcu Canakci, Benoît Charbonnier, Mario Chemnitz, Yitong Chen, Stanley Cheung, Jeff Chiles, Suyeon Choi, Demetrios N. Christodoulides, Lukas Chrostowski, Jiaqi Chu, James H. Clegg, Daniel Cletheroe, Claudio Conti, Qionghai Dai, Luigi Di Lauro, Nikolaos-Panteleimon Diamantopoulos, Niyazi Ulas Dinç, Jacob Ewaniuk, Shanhui Fan, Lu Fang, Riccardo Franchi, Pedro J. Freire, Silvia Gentilini, Sylvain Gigan, Gian Luca Giorgi, Christos Gkantsidis, Jannes Gladrow, Elena Goi, M. Goldmann, A. Grabulosa, Min Gu, Xianxin Guo, Matej Hejda, Folkert Horst, Jih-Liang Hsieh, Jianqi Hu, Juejun Hu, Chaoran Huang, Antonio Hurtado, Lina Jaurigue, Kirill P. Kalinin, Morteza Kamalian-Kopae, Douglas J. Kelly, Mercedeh Khajavikhan, Heiner Kremer, Jérémie Laydevant, Joshua Lederman, Jongheon Lee, Daan Lenstra, Gordon H. Y. Li, Mo Li, Yuhang Li, Xing Lin, Zhongjin Lin, Mieszko Lis, Kathy Lüdge, Alessio Lugnan, Alessandro Lupo, A. I. Lvovsky, Egor Manuylovich, Alireza Marandi, Federico Marchesin, Serge Massar, Adam N. McCaughan, Peter L. McMahon, Miltiadis Moralis-Pegios, Roberto Morandotti, Christophe Moser, David J. Moss, Avilash Mukherjee, Mahdi Nikdast, Bert J. Offrein, Ilker Oguz, Bakhrom G. Oripov, Greg O'Shea, Aydogan Ozcan, Francesca Parmigiani, Sudeep Pasricha, Fabio Pavanello, Lorenzo Pavesi, Nicola Peserico, Lucinda Pickup, Davide Pierangeli, Nikos Pleros, Xavier Porte, Bryce A. Primavera
2024	J	`jnl`	Control-free and efficient silicon photonic neural networks via hardware-aware training and pruning. CoRR Tengji Xu, Weipeng Zhang, Jiawei Zhang, Zeyu Luo, Qiarong Xiao, Benshan Wang, Mingcheng Luo, Xingyuan Xu, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang
2024	J	`jnl`	Dynamic Electro-Optic Analog Memory for Neuromorphic Photonic Computing. CoRR Sean Lam, Ahmed Khaled, Simon Bilodeau, Bicky A. Marquez, Paul R. Prucnal, Lukas Chrostowski, Bhavin J. Shastri, Sudip Shekhar
2024	J	`jnl`	Nonlinear dynamics in neuromorphic photonic networks: physical simulation in Verilog-A. CoRR Hugh D. Morison, Jagmeet Singh, Nayem Al Kayed, A. Aadhi, Maryam Moridsadat, Marcus Tamura, Alexander N. Tait, Bhavin J. Shastri
2024	J	`jnl`	Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system. Neuromorph. Comput. Eng. Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado
2023	J	`jnl`	120 GOPS Photonic Tensor Core in Thin-film Lithium Niobate for Inference and in-situ Training, CoRR 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, Xun Guan, Nicolas A. F. Jaeger, Leslie Ann Rusch, Sudip Shekhar, Wei Shi, Siyuan Yu, Xinlun Cai, Lukas Chrostowski
2023	—	`conf`	Fully Integrated Silicon Photonic Tensor Core for Next-Generation Applications. OFC Nicola Peserico, Xiaoxuan Ma, Ahmed Khaled, Zhimu Gou, Bhavin J. Shastri, Volker J. Sorger
2023	J	`jnl`	Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems. CoRR Matej Hejda, Eli A. Doris, Simon Bilodeau, Joshua Robertson, Dafydd Owen-Newns, Bhavin J. Shastri, Paul R. Prucnal, Antonio Hurtado
2022	—	`conf`	High-speed time series prediction and classification on an all-optical neural network. OFC Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Weipeng Zhang, Bhavin J. Shastri, Paul R. Prucnal
2022	J	`jnl`	Integrated Photonic Tensor Processing Unit for a Matrix Multiply: a Review. CoRR Nicola Peserico, Bhavin J. Shastri, Volker J. Sorger
2022	J	`jnl`	Multi-Wavelength Photonic Neuromorphic Computing for Intra and Inter-Channel Distortion Compensations in WDM Optical Communication Systems. CoRR Benshan Wang, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal, Chaoran Huang
2021	J	`jnl`	A Photonic-Circuits-Inspired Compact Network: Toward Real-Time Wireless Signal Classification at the Edge. CoRR Hsuan-Tung Peng, Joshua Lederman, Lei Xu, Thomas Ferreira de Lima, Chaoran Huang, Bhavin J. Shastri, David Rosenbluth, Paul R. Prucnal
2021	J	`jnl`	Microring Weight Banks Control beyond 8.5-bits Accuracy. CoRR Weipeng Zhang, Chaoran Huang, Simon Bilodeau, Aashu Jha, Eric C. Blow, Thomas Ferreira de Lima, Bhavin J. Shastri, Paul R. Prucnal
2021	J	`jnl`	Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. CoRR 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
2021	—	`conf`	Neuromorphic Photonic Networks. OFC Bhavin J. Shastri, Simon Bilodeau, Bicky A. Marquez, Alexander N. Tait, Thomas Ferreira de Lima, Chaoran Huang, Lukas Chrostowski, Sudip Shekhar, Paul R. Prucnal
2021	—	`conf`	Neuromorphic Photonics for Optical Communication Systems. OFC Chaoran Huang, Thomas Ferreira de Lima, Shinsuke Fujisawa, Alexander N. Tait, Hsuan-Tung Peng, Bhavin J. Shastri, Ting Wang, Paul R. Prucnal
2021	J	`jnl`	Photonic spiking neural networks and CMOS-compatible graphene-on-silicon spiking neurons. CoRR Aashu Jha, Chaoran Huang, Hsuan-Tung Peng, Bhavin J. Shastri, Paul R. Prucnal
2021	J	`jnl`	Prospects and applications of photonic neural networks. CoRR 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
2021	J	`jnl`	Scaling Up Silicon Photonic-based Accelerators: Challenges and Opportunities, and Roadmapping with Silicon Photonics 2.0. CoRR Mohammed Al-Qadasi, Lukas Chrostowski, Bhavin J. Shastri, Sudip Shekhar
2020	—	`conf`	Demonstration of Multi-Channel Feedback Control for On-Chip Microring Weight Banks. OFC 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
2020	—	`conf`	Demonstration of Photonic Neural Network for Fiber Nonlinearity Compensation in Long-Haul Transmission Systems. OFC 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
2020	—	`conf`	Neuromorphic Photonics: Current Status and Challenges. ECOC Paul R. Prucnal, Thomas Ferreira de Lima, Chaoran Huang, Bicky A. Marquez, Bhavin J. Shastri
2020	J	`jnl`	Photonics for artificial intelligence and neuromorphic computing. CoRR Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Wolfram H. P. Pernice, Harish Bhaskaran, C. David Wright, Paul R. Prucnal
2020	—	`conf`	Real-Time Operation of Silicon Photonic Neurons. OFC 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
2019	J	`jnl`	Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs). CoRR 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
2019	—	`conf`	Giant Enhancement in Signal Contrast using Integrated All-Optical Nonlinear Thresholder. OFC Chaoran Huang, Thomas Ferreira de Lima, Aashu Jha, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal
2019	J	`jnl`	Noise Analysis of Photonic Modulator Neurons. CoRR Thomas Ferreira de Lima, Alexander N. Tait, Hooman Saeidi, Mitchell A. Nahmias, Hsuan-Tung Peng, Siamak Abbaslou, Bhavin J. Shastri, Paul R. Prucnal
2019	J	`jnl`	Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction. CoRR Bicky A. Marquez, Jose Suarez-Vargas, Bhavin J. Shastri
2018	Misc	`conf`	Blind source separation in the physical layer. CISS Alexander N. Tait, Thomas Ferreira de Lima, Philip Y. Ma, Matthew P. Chang, Mitchell A. Nahmias, Bhavin J. Shastri, Prateek Mittal, Paul R. Prucnal
2018	—	`conf`	Photonics for Neuromorphic Computing. ECOC Paul R. Prucnal, Alexander N. Tait, Mitchell A. Nahmias, Thomas Ferreira de Lima, Hsuan-Tung Peng, Bhavin J. Shastri
2018	J	`jnl`	Principles of Neuromorphic Photonics. CoRR Bhavin J. Shastri, Alexander N. Tait, Thomas Ferreira de Lima, Mitchell A. Nahmias, Hsuan-Tung Peng, Paul R. Prucnal
2016	J	`jnl`	Neuromorphic Silicon Photonics. CoRR Alexander N. Tait, Ellen Zhou, Thomas Ferreira de Lima, Allie X. Wu, Mitchell A. Nahmias, Bhavin J. Shastri, Paul R. Prucnal
2015	—	`conf`	Improved spectral sensing in cognitive radios using photonic-based principal component analysis. ICSPCS Thomas Ferreira de Lima, Alexander N. Tait, Mitchell A. Nahmias, Bhavin J. Shastri, Paul R. Prucnal
2015	J	`jnl`	Optical Signal Processing and Stealth Transmission for Privacy. IEEE J. Sel. Top. Signal Process. Ben Wu, Bhavin J. Shastri, Prateek Mittal, Alexander N. Tait, Paul R. Prucnal
2014	J	`jnl`	Photonic spike processing: ultrafast laser neurons and an integrated photonic network. CoRR Bhavin J. Shastri, Alexander N. Tait, Mitchell A. Nahmias, Paul R. Prucnal
2010	J	`jnl`	Experimental Study of Burst-Mode Reception in a 1300 km Deployed Fiber Link. JOCN Bhavin J. Shastri, Yousra Ben M'Sallem, Nicholas Zicha, Leslie A. Rusch, Sophie LaRochelle, David V. Plant
2007	J	`jnl`	Face recognition using localized features based on non-negative sparse coding. Mach. Vis. Appl. Bhavin J. Shastri, Martin D. Levine