SPACX: Silicon Photonics-based Scalable Chiplet Accelerator for DNN Inference-Reference-Cited by-同舟云学术

SPACX: Silicon Photonics-based Scalable Chiplet Accelerator for DNN Inference

Published:2022-04 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE International Symposium on High-Performance Computer Architecture (HPCA)
language:
Short-container-title:

Author:

Li Yuan¹,Louri Ahmed¹,Karanth Avinash²

Affiliation:

1. George Washington University,Department of Electrical and Computer Engineering,Washington,DC,20052

2. School of Electrical Engineering and Computer Science Ohio University,Athens,Ohio,45701

Funder

National Science Foundation

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9773179/9773180/09773266.pdf?arnumber=9773266

Reference69 articles.

1. A 1.93 TOPS/W Scalable Deep Leaming/Inference Processor with Tetra-Parallel MIMD Architecture for Big Data Applications;yoo;IEEE Int Solid-State Circ Conf (ISSCC),2015

2. Origami

3. Leveraging Silicon-Photonic NoC for Designing Scalable GPUs

4. Firefly

5. System-level Evaluation of Chip-Scale Silicon Photonic Networks for Emerging Data-Intensive Applications

Cited by 14 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators;2024 IEEE 42nd VLSI Test Symposium (VTS);2024-04-22

2. Enhancing Collective Communication in MCM Accelerators for Deep Learning Training;2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2024-03-02

3. A High-Performance and Energy-Efficient Photonic Architecture for Multi-DNN Acceleration;IEEE Transactions on Parallel and Distributed Systems;2024-01

4. Performance Impact of Architectural Parameters on Chiplet-Based IMC Accelerators;2023 IEEE 20th India Council International Conference (INDICON);2023-12-14

5. Automated Optical Accelerator Search: Expediting Green and Ubiquitous DNN-Powered Intelligence;IEEE Design & Test;2023-12