Search Results for author: Nan Lin

Found 6 papers, 1 papers with code

Computational Models to Study Language Processing in the Human Brain: A Survey

no code implementations20 Mar 2024 Shaonan Wang, Jingyuan Sun, Yunhao Zhang, Nan Lin, Marie-Francine Moens, Chengqing Zong

Despite differing from the human language processing mechanism in implementation and algorithms, current language models demonstrate remarkable human-like or surpassing language capabilities.

PowerFlowNet: Power Flow Approximation Using Message Passing Graph Neural Networks

2 code implementations6 Nov 2023 Nan Lin, Stavros Orfanoudakis, Nathan Ordonez Cardenas, Juan S. Giraldo, Pedro P. Vergara

Accurate and efficient power flow (PF) analysis is crucial in modern electrical networks' operation and planning.

Language Cognition and Language Computation -- Human and Machine Language Understanding

no code implementations12 Jan 2023 Shaonan Wang, Nai Ding, Nan Lin, Jiajun Zhang, Chengqing Zong

Language understanding is a key scientific issue in the fields of cognitive and computer science.

Investigating Inner Properties of Multimodal Representation and Semantic Compositionality with Brain-based Componential Semantics

no code implementations15 Nov 2017 Shaonan Wang, Jiajun Zhang, Nan Lin, Cheng-qing Zong

Considering that multimodal models are originally motivated by human concept representations, we assume that correlating multimodal representations with brain-based semantics would interpret their inner properties to answer the above questions.

Learning Semantic Representations Natural Language Understanding

Functional Principal Component Analysis and Randomized Sparse Clustering Algorithm for Medical Image Analysis

no code implementations1 Aug 2014 Nan Lin, Junhai Jiang, Shicheng Guo, Momiao Xiong

The results demonstrate that the randomized feature selection method coupled with functional principal component analysis substantially outperforms the current sparse clustering algorithms in image cluster analysis.

Clustering Disease Prediction +2

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