Fuzzy logic-based routing and wavelength assignment with traffic prediction for optical network-on-chip

H Li, J Zhao, F Liu - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Abstract In Optical Network-on-Chip (ONoC), both routing and wavelength assignment
(RWA) have an impact on the Optical Signal-to-Noise Ratio (OSNR), which further influence …

Towards maximum energy efficiency in nanophotonic interconnects with thermal-aware on-chip laser tuning

H Li, A Fourmigue, S Le Beux… - … on Emerging Topics …, 2016 - ieeexplore.ieee.org
Nanophotonic is an emerging technology considered as one of the key solutions for future
generation on-chip interconnects. However, silicon photonic devices are highly sensitive to …

Reinforcement Learning (RL)-based Holistic Routing and Wavelength Assignment in Optical Network-on-Chip (ONoC): Distributed or Centralized?

H Li, J Zhao, F Liu - IEEE Journal on Emerging and Selected …, 2024 - ieeexplore.ieee.org
With the development of silicon photonic interconnects, Optical Network-on-Chip (ONoC)
becomes promising for multi-core/many-core communication. In ONoCs, both routing and …

Wavelength assignment method based on ACO to reduce crosstalk for ring-based optical network-on-chip

CHU Zhuqin, LI Hui, GU Huaxi, YE Xiaochun - Microprocessors and …, 2019 - Elsevier
Silicon photonic interconnect is a promising way for Network-on-Chip (NoC) to meet the high-
performance computing requirement. Thanks to Wavelength Division Multiplexing (WDM) …

A reliability-aware joint design method of application mapping and wavelength assignment for WDM-based silicon photonic interconnects on chip

H Li, F Liu, H Gu, Z Chu, X Ye - IEEE Access, 2020 - ieeexplore.ieee.org
Silicon photonic interconnects on chip is an emerging technology for future ultra-scale and
data-intensive computing chips, eg, many-core processors, owing to its high transmission …

A Fuzzy Logic System-Based Multidimensional Integrated Routing and Wavelength Assignment Method in Optical Network-on-Chip (ONoC)

Z Jiahe, H Li, LIU Feiyang - 2022 IEEE 22nd International …, 2022 - ieeexplore.ieee.org
In Optical Network-on-Chip (ONoC), both routing and wavelength assignment have an
impact on the Optical Signal-to-Noise (OSNR), which further influence the power efficiency …

Stochastic computing with integrated optics

H El-Derhalli, S Le Beux, S Tahar - 2019 Design, Automation & …, 2019 - ieeexplore.ieee.org
Stochastic computing (SC) allows reducing hardware complexity and improving energy
efficiency of error resilient applications. However, a main limitation of the computing …

Design space exploration of stochastic computing architectures implemented using integrated optics

H El-Derhalli, S Le Beux, S Tahar - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Approximate computing allows to trade-off design energy efficiency with computing
accuracy. Stochastic computing is an approximate computing technique, where numbers are …

An adaptive routing method based on fuzzy logic system in optical network-on-chip (ONoC)

J Zhao, H Li, F Liu - 2022 20th International Conference on …, 2022 - ieeexplore.ieee.org
With the development of on-chip optical transmission technology, Optical Network-on-Chip
(ONoC) is promising to meet the requirements of high throughput and low latency with low …

[PDF][PDF] Accelerating Deep Neural Network Training on Optical Interconnect Systems

F Dai - 2023 - ourarchive.otago.ac.nz
As deep learning (DL) algorithms evolve and data volumes expand, training deep neural
networks (DNNs) has become essential across various domains, delivering unprecedented …