All-optical nonlinear activation function for photonic neural networks M Miscuglio, A Mehrabian, Z Hu, SI Azzam, J George, AV Kildishev, ... Optical Materials Express 8 (12), 3851-3863, 2018 | 243 | 2018 |
Neuromorphic photonics with electro-absorption modulators JK George, A Mehrabian, R Amin, J Meng, TF De Lima, AN Tait, ... Optics express 27 (4), 5181-5191, 2019 | 117 | 2019 |
PCNNA: A photonic convolutional neural network accelerator A Mehrabian, Y Al-Kabani, VJ Sorger, T El-Ghazawi 2018 31st IEEE International System-on-Chip Conference (SOCC), 169-173, 2018 | 90 | 2018 |
A winograd-based integrated photonics accelerator for convolutional neural networks A Mehrabian, M Miscuglio, Y Alkabani, VJ Sorger, T El-Ghazawi IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-12, 2019 | 67 | 2019 |
Primer on silicon neuromorphic photonic processors: architecture and compiler T Ferreira De Lima, AN Tait, A Mehrabian, MA Nahmias, C Huang, ... Nanophotonics 9 (13), 4055-4073, 2020 | 60 | 2020 |
Artificial synapse with mnemonic functionality using GSST-based photonic integrated memory M Miscuglio, J Meng, O Yesiliurt, Y Zhang, LJ Prokopeva, A Mehrabian, ... 2020 International Applied Computational Electromagnetics Society Symposium …, 2020 | 56 | 2020 |
Electrooptic nonlinear activation functions for vector matrix multiplications in optical neural networks J George, R Amin, A Mehrabian, J Khurgin, T El-Ghazawi, PR Prucnal, ... Signal Processing in Photonic Communications, SpW4G. 3, 2018 | 29 | 2018 |
Noise and nonlinearity of electro-optic activation functions in neuromorphic compute systems JK George, A Mehrabian, R Armin, J Meng, TF De Lima, AN Tait, B Shastri, ... Opt. Exp 27 (4), 2019 | 19 | 2019 |
HyPPI NoC: Bringing hybrid plasmonics to an opto-electronic network-on-chip VK Narayana, S Sun, A Mehrabian, VJ Sorger, T El-Ghazawi 2017 46th International Conference on Parallel Processing (ICPP), 131-140, 2017 | 17 | 2017 |
Gsst-based photonic memory multilevel perceptron M Miscuglio, J Meng, O Yesiliurt, Y Zhang, LJ Prokopeva, A Mehrabian, ... CLEO: QELS_Fundamental Science, JF3A. 2, 2020 | 14 | 2020 |
Optical convolutional neural network accelerator A Mehrabian, VJ Sorger, T El-Ghazawi, M Miscuglio US Patent 11,238,336, 2022 | 13 | 2022 |
Intelligent edge processing with photonic multilevel memory M Miscuglio, J Meng, O Yesiliurt, Y Zhang, LJ Prokopeva, A Mehrabian, ... Integrated Photonics Research, Silicon and Nanophotonics, IM2A. 4, 2020 | 13 | 2020 |
A universal multi-hierarchy figure-of-merit for on-chip computing and communications S Sun, VK Narayana, A Mehrabian, T El-Ghazawi, VJ Sorger arXiv preprint arXiv:1612.02486, 2016 | 13 | 2016 |
A design methodology for post-moore’s law accelerators: the case of a photonic neuromorphic processor A Mehrabian, VJ Sorger, T El-Ghazawi 2020 IEEE 31st International Conference on Application-specific Systems …, 2020 | 12 | 2020 |
Comparison of datasets citation coverage in Google scholar, web of science, Scopus, Crossref, and DataCite I Gerasimov, B Kc, A Mehrabian, J Acker, MP McGuire Scientometrics 129 (7), 3681-3704, 2024 | 8 | 2024 |
Neural network activation functions with electro-optic absorption modulators J George, A Mehrabian, R Amin, PR Prucnal, T El-Ghazawi, VJ Sorger 2018 IEEE International Conference on Rebooting Computing (ICRC), 1-5, 2018 | 7 | 2018 |
D3NOC: Dynamic data-driven network on chip in photonic electronic hybrids A Mehrabian, S Sun, VK Narayana, VJ Sorger, T El-Ghazawi arXiv preprint arXiv:1708.06721, 2017 | 6 | 2017 |
Yousra Al-Kabani, Volker J Sorger, and Tarek El-Ghazawi. 2018. PCNNA: a photonic convolutional neural network accelerator. In 2018 31st IEEE International System-on-Chip … A Mehrabian IEEE, 0 | 6 | |
Indus: Effective and efficient language models for scientific applications B Bhattacharjee, A Trivedi, M Muraoka, M Ramasubramanian, ... arXiv preprint arXiv:2405.10725, 2024 | 5 | 2024 |
Extreme Heterogeneity in Deep Learning Architectures J Anderson, A Mehrabian, J Peng, T El-Ghazawi Smart Data, 1-18, 2019 | 3 | 2019 |