Enhancement Channel Estimation Using Outer-Product Decomposition Algorithm Based on Frequency Transformation
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Marine Science and Application"
DOI: 10.1007/s11804-020-00148-0
Abstract: The outer-product decomposition algorithm (OPDA) performs well at blindly identifying system function. However, the direct use of the OPDA in systems using bandpass source will lead to errors. This study proposes an approach to enhance… read more here.
Keywords: estimation; decomposition algorithm; outer product; transformation ... See more keywords
OPASCA: Outer Product-Based Accelerator With Unified Architecture for Sparse Convolution and Attention
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2024.3483092
Abstract: Vision transformer (ViT)-based models have achieved state-of-the-art accuracy in many computer vision tasks, but their attention mechanism is more computation and communication intensive than convolutional neural networks (CNNs). To adapt ViT-based models for resource-constrained edge… read more here.
Keywords: outer product; sparse convolution; convolution; attention ... See more keywords
Predicting Successes and Failures of Clinical Trials With Outer Product–Based Convolutional Neural Network
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Pharmacology"
DOI: 10.3389/fphar.2021.670670
Abstract: Despite several improvements in the drug development pipeline over the past decade, drug failures due to unexpected adverse effects have rapidly increased at all stages of clinical trials. To improve the success rate of clinical… read more here.
Keywords: outer product; product based; drug; clinical trials ... See more keywords