Papers

Basic information

Name Tetsuji Goto
Belonging department Medical Engineering Course,Department of Medical Course,Faculty of Health and Medical Science
Occupation name Associate Professor
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Title 

A Hierarchical Neural Network Model for Japanese toward Detecting Mild Cognitive Impairment

					

					

						

							

								

									
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Sole Author

					

					

						

							

								

									
Summary 

									
								

							

						

						
We found that some signs of mild cognitive impairment (MCI) might be presented in a structure of a sentence and a relation between sentences talked by a man, and develop a neural network model which has an analogy with the hierarchical structure of speakers, topics, sentences and words in Japanese. We also classify the character vectors of topics generated from our model into 1/10 clusters.

					

					

						

							

								

									
Magazine(name) 

									
								

							

						

						
Electronics and Communications in Japan

					

					

						

							

								

									
Date of Issue 

									
								

							

						

						
202309