A survey on silicon photonics for deep learning
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 …
in domains such as computer vision, natural language processing, and general pattern …
ReSiPI: A reconfigurable silicon-photonic 2.5 D chiplet network with PCMs for energy-efficient interposer communication
2.5 D chiplet systems have been proposed to improve the low manufacturing yield of large-
scale chips. However, connecting the chiplets through an electronic interposer imposes a …
scale chips. However, connecting the chiplets through an electronic interposer imposes a …
Swint: A non-blocking switch-based silicon photonic interposer network for 2.5 d machine learning accelerators
The surging demand for machine learning (ML) applications has emphasized the pressing
need for efficient ML accelerators capable of addressing the computational and energy …
need for efficient ML accelerators capable of addressing the computational and energy …
TRINE: A Tree-Based Silicon Photonic Interposer Network for Energy-Efficient 2.5 D Machine Learning Acceleration
2.5 D chiplet systems have showcased low manufacturing costs and modular designs for
machine learning (ML) acceleration. Nevertheless, communication challenges arise from …
machine learning (ML) acceleration. Nevertheless, communication challenges arise from …
Operation-level performance benchmarking of graph neural networks for scientific applications
As Graph Neural Networks (GNNs) increase in popularity for scientific machine learning,
their training and inference efficiency is becoming increasingly critical. Additionally, the deep …
their training and inference efficiency is becoming increasingly critical. Additionally, the deep …
Key technologies of photonic artificial intelligence chip structure and algorithm
L Pei, Z Xi, B Bai, J Wang, X Zuo, T Ning, J Zheng, J Li - Applied Sciences, 2021 - mdpi.com
Artificial intelligence chips (AICs) are the intersection of integrated circuits and artificial
intelligence (AI), involving structure design, algorithm analysis, chip fabrication and …
intelligence (AI), involving structure design, algorithm analysis, chip fabrication and …
Design and Optimization of Efficient, Fault-Tolerant and Secure 2.5 D Chiplet Systems
E Taheri - 2024 - search.proquest.com
In response to the burgeoning demand for high-performance computing systems, this Ph. D.
dissertation investigates the pivotal challenges surrounding Networks-on-Chip (NoCs) …
dissertation investigates the pivotal challenges surrounding Networks-on-Chip (NoCs) …