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This finding was confirmed by the systematic evaluation using nonhuman primate data, which contained the complex dynamics well suited for testing. According to our results, Laplacian eigenmaps is better than the other methods in various ways and can clearly visualize interesting biological phenomena related to neural dynamics. <\/jats:p>","DOI":"10.1162\/neco_a_01203","type":"journal-article","created":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T00:21:10Z","timestamp":1558484470000},"page":"1356-1379","source":"Crossref","is-referenced-by-count":15,"title":["Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps"],"prefix":"10.1162","volume":"31","author":[{"given":"Guanghao","family":"Sun","sequence":"first","affiliation":[{"name":"Qiushi Academy for Advanced Studies, Key Laboratory of Biomedical Engineering of Education Ministry, Zhejiang University, and Department of Biomedical Engineering, Zhejiang Provincial Key Laboratory of Cardio-Cerebral Vascular Detection Technology and Medicinal Effectiveness Appraisal, Zhejiang University, Hangzhou 310027, 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