Shunpei Morita, Hiroto Iguchi, Tetsuya Hoya. A Class Incremental Learning Algorithm for a Compact-Sized Probabilistic Neural Network and Its Empirical Comparison with Multilayered Perceptron Neural Networks. Lecture Notes in Computer Science. 2023. 14406. 1. 288-301
Katsumi Takahashi, Shunpei Morita, Tetsuya Hoya. Analytical Comparison Between the Pattern,Classifiers Based upon a Multilayered Perceptron and Probabilistic Neural Network,in Parallel Implementation. In: Pimenidis, E., Angelov, P., Jayne, C., Papaleonidas, A., Aydin, M. (eds) Artificial Neural Networks and Machine Learning - ICANN 2022. ICANN 2022. Lecture Notes in Computer Science, vol 13531. Springer, Cham. 2022. 3. 544-555
Tetsuya Hoya. Reducing the Number of Centers in a Probabilistic Neural Network via Applying the First Neighbor Means Clustering Algorithm. Array (Elsevier). 2022. 14. 1-7
Tetsuya Hoya. A Modified Cascaded Neuro-Computational Model Applied to Recognition of Connected Spoken Japanese Prefecture Words. J. Artificial Life and Robotics. 2019. 1-6
Tetsuya Hoya. Recognition of connected spoken Japanese prefecture words using a modified cascaded neuro-computational model. The 24th Int. Symp. Artificial Life and Robotics. 2019. 519-523
Spoken Language Processing, from Isolated Word Recognition to Neural Representation of Syntactical Structures, Based upon Kernel Memory
Pan Stanford Publishing 2018
Modeling the Structures of Complex Systems -- Data Representations, Neural Learning, and Artificial Mind
Pan Stanford Publishing 2015
Artificial Mind System -- Kernel Memory Approach (Studies in Computational Intelligence, Vol.1)
Springer-Verlag: Heidelberg 2005
講演・口頭発表等 (7件)：
Overview of spoken language processing by means of kernel memory, from isolated word recognition to representation of syntactical structures
(2018 RIKEN-BSI-Cichocki Laboratory Alumni Japan Workshop on Frontier of Multidisciplinary Research: Brain Signal Processing and Multiway Data Mining 2018)
Kernel Memory -- A New Connectionist Framework and Its Application to Spoken Word Recognition and Modelling Cognitive Faculties
(The Constantinides Workshop, the 19th Int. Conf. on Digital Signal Processing (DSP-2014) 2015)
Efficient Identification of EMG Patterns in Electroencephalograms by Multilinear Subspace Analysis
(第26回信号処理シンポジウム 2011年11月16日~18日(札幌) 2011)
Artificial Intelligence and Language Acquisition -- Modelling An Artificial Language Acquisition Mechanism for Representing Inflections of Words Within the Context of Artificial Mind System and Kernel Memory
(Sendai International Forum on Sentence Processing and Psycholinguistics in East Asian Languages 2006)
