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 …

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 …

Swiftnoc: a reconfigurable silicon-photonic network with multicast-enabled channel sharing for multicore architectures

SVR Chittamuru, S Desai, S Pasricha - ACM Journal on Emerging …, 2017 - dl.acm.org
On-chip communication is widely considered to be one of the major performance
bottlenecks in contemporary chip multiprocessors (CMPs). With recent advances in silicon …

Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions

S Pasricha - arXiv preprint arXiv:2407.21184, 2024 - arxiv.org
Emerging artificial intelligence applications across the domains of computer vision, natural
language processing, graph processing, and sequence prediction increasingly rely on deep …

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 …

THAMON: Thermal-aware High-performance Application Mapping onto Opto-electrical network-on-chip

M Abdollahi, Y Firouzabadi, F Dehghani… - Journal of Systems …, 2021 - Elsevier
Nanophotonics as a promising candidate for future on-chip networks has several benefits
such as bandwidth transparency, light-speed data rate and low power consumption. Despite …

BPLight-CNN: A photonics-based backpropagation accelerator for deep learning

D Dang, SVR Chittamuru, S Pasricha… - ACM Journal on …, 2021 - dl.acm.org
Training deep learning networks involves continuous weight updates across the various
layers of the deep network while using a backpropagation (BP) algorithm. This results in …

Analyzing voltage bias and temperature induced aging effects in photonic interconnects for manycore computing.

SVR Chittamuru, IG Thakkar, S Pasricha - SLIP, 2017 - ieeexplore.ieee.org
Silicon photonic interconnects are being considered for integration in future networks-on-
chip (NoCs) as they can enable higher bandwidth and lower latency data transfers at the …

Ant colony optimization-based thermal-aware adaptive routing mechanism for optical NoCs

J Wang, Y Ye - IEEE Transactions on Computer-Aided Design …, 2020 - ieeexplore.ieee.org
Optical networks-on-chip (NoC) based on silicon photonics has been proposed as an
emerging on-chip communication infrastructure of chip multiprocessors. However, due to …