Tokyo Denki University · Faculty of Science and Engineering / Graduate School of Science and Engineering · 助教

Research keywordsneural networks・complex-valued perceptrons・RBF networks・singular region learning・search pruning・equivalence structure extraction

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• Performance of complex-valued multilayer perceptrons largely depends on learning methods
• Complex-valued multilayer perceptron search utilizing singular regions of complex-valued parameter space
• Singularity stairs following with limited numbers of hidden units
• Fast and stable learning utilizing singular regions of multilayer perceptron

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