Research on distributed cooperative silicon based photonic computing chip

In this paper, an architecture of a photonic neural network chip with distributed multi-scenarios is presented. The distributed computing chip has five computing modules, which are characterized by three-dimensional imaging processing, convolutional operation, matrix operation, low-energy operation, and high-speed operation, respectively. Through the cooperative work of multiple modules, self-adaptive high-speed and energy-efficient computation of large-scale computing tasks can be realized.

Authors

Institutions

Publication Details

Published
2024-12-27
DOI
https://doi.org/10.1109/eiecc64539.2024.10929573
Primary Topic
Neural Networks and Reservoir Computing
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Research on distributed cooperative silicon based photonic computing chip

Pengfei Sun, Kejian Zhu, Changhong Wang, Tuo Li et al.
Neural Networks and Reservoir Computing
article

Research on distributed cooperative silicon based photonic computing chip

Pengfei Sun, Kejian Zhu, Changhong Wang, Tuo Li, Menglong Wang, Xiaofeng Zou
article en

Abstract

In this paper, an architecture of a photonic neural network chip with distributed multi-scenarios is presented. The distributed computing chip has five computing modules, which are characterized by three-dimensional imaging processing, convolutional operation, matrix operation, low-energy operation, and high-speed operation, respectively. Through the cooperative work of multiple modules, self-adaptive high-speed and energy-efficient computation of large-scale computing tasks can be realized.

Peking University (CN), Cloud Computing Center (CN)
Natural Science Foundation of Shandong Province
Openalex Percentile: Top 74%
Neural Networks and Reservoir Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.