A survey on silicon photonics for deep learning

FP Sunny, E Taheri, M Nikdast, S Pasricha - ACM Journal of Emerging …, 2021 - dl.acm.org
Deep learning has led to unprecedented successes in solving some very difficult problems
in domains such as computer vision, natural language processing, and general pattern …

A survey of silicon photonics for energy-efficient manycore computing

S Pasricha, M Nikdast - IEEE Design & Test, 2020 - ieeexplore.ieee.org
A Survey of Silicon Photonics for Energy-Efficient Manycore Computing Page 1 60 2168-2356/20©2020
IEEE Copublished by the IEEE CEDA, IEEE CASS, IEEE SSCS, and TTTC IEEE Design&Test …

A survey on optical phase-change memory: The promise and challenges

A Shafiee, S Pasricha, M Nikdast - IEEE Access, 2023 - ieeexplore.ieee.org
Silicon photonics (SiPh) technology has facilitated the deployment of integrated photonics
across different application domains, from ultra-fast communication in Datacom applications …

Generalized robust training scheme using genetic algorithm for optical neural networks with imprecise components

R Shao, G Zhang, X Gong - Photonics Research, 2022 - opg.optica.org
One of the pressing issues for optical neural networks (ONNs) is the performance
degradation introduced by parameter uncertainties in practical optical components. Hereby …

LIBRA: Thermal and process variation aware reliability management in photonic networks-on-chip

IG Thakkar, S Pasricha - IEEE Transactions on Multi-Scale …, 2018 - ieeexplore.ieee.org
Silicon nanophotonics technology is being considered for future networks-on-chip (NoCs) as
it can enable high bandwidth density and lower latency with traversal of data at the speed of …

SOTERIA: exploiting process variations to enhance hardware security with photonic NoC architectures

SVR Chittamuru, IG Thakkar, V Bhat… - Proceedings of the 55th …, 2018 - dl.acm.org
Photonic networks-on-chip (PNoCs) enable high bandwidth on-chip data transfers by using
photonic waveguides capable of dense-wave-length-division-multiplexing (DWDM) for …

HYDRA: Heterodyne crosstalk mitigation with double microring resonators and data encoding for photonic NoCs

SVR Chittamuru, IG Thakkar… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Silicon-photonic networks on chip (PNoCs) provide high bandwidth with lower data-
dependent power dissipation than does the traditional electrical NoCs (ENoCs); therefore …

Improving the reliability and energy-efficiency of high-bandwidth photonic NoC architectures with multilevel signaling

IG Thakkar, SVR Chittamuru, S Pasricha - Proceedings of the Eleventh …, 2017 - dl.acm.org
Photonic network-on-chip (PNoC) architectures employ photonic waveguides with dense-
wavelength-division-multiplexing (DWDM) for signal traversal and microring resonators …

Exploiting process variations to secure photonic NoC architectures from snooping attacks

SVR Chittamuru, IG Thakkar, S Pasricha… - … on Computer-Aided …, 2020 - ieeexplore.ieee.org
The compact size and high wavelength-selectivity of microring resonators (MRs) enable
photonic networks-on-chip (PNoCs) to utilize dense-wavelength-division-multiplexing …

Securing photonic NoC architectures from hardware trojans

S Pasricha, SVR Chittamuru… - 2018 Twelfth IEEE …, 2018 - ieeexplore.ieee.org
The compact size and high wavelength selectivity of microring resonators (MRs) enable
photonic networks-on-chip (PNoCs) to utilize dense-wavelength-division-multiplexing …