Výsledky vyhledávání - "Shiraishi, Yoshiyuki"

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Fast, accurate, and interpretable decoding of electrocorticographic signals using dynamic mode decomposition

Autor: Fukuma, Ryohei, Majima, Kei, Kawahara, Yoshinobu, Yamashita, Okito, Shiraishi, Yoshiyuki, Kishima, Haruhiko, Yanagisawa, Takufumi

Dynamic mode (DM) decomposition decomposes spatiotemporal signals into basic oscillatory components (DMs). DMs can improve the accuracy of neural decoding when used with the nonlinear Grassmann kernel, compared to conventional power features. However

Externí odkaz: http://arxiv.org/abs/2311.04225

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Reconstructed spatial receptive field structures by reverse correlation technique explains the visual feature selectivity of units in deep convolutional neural networks

Autor: Shiraishi, Yoshiyuki R, Sato, Hiromichi, Sanada, Takahisa M, Naito, Tomoyuki

An important issue in dealing with Deep Convolutional Neural Networks (DCNN) is the 'black box problem', which represents the unknowns about internal information representation and processing, especially in the middle and higher layers. In this study

Externí odkaz: http://arxiv.org/abs/2103.02587

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