Development of Tropical Algebraic Accelerator with Energy Efficient Time-Domain Computing for Combinatorial Optimization and Machine Learning

Author:

Cao Qiankai1,Chen Xi1,Gu Jie1

Affiliation:

1. Northwestern University,Department of Electrical and Computer Engineering,Evanston,IL,USA

Funder

NSF

Publisher

IEEE

Reference19 articles.

1. Introduction to tropical geometry;maclagan;American Mathematical Society,2021

2. An Alternative Practice of Tropical Convolution to Traditional Convolutional Neural Networks

3. 14.1 A 65nm 1.1-to-9. 1TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics;cao;IEEE Int Solid-State Circuit Conf (ISSCC),2019

4. Tropical semirings

5. Morphological filtering for image enhancement and detection;maragos;Handbook of Image and Video Processing,2000

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