Faculty - MORITA Takashi |

MORITA Takashi

Department / Course Chubu University Academy of Emerging Sciences

Center for Mathematical Science and Artificial Intelligence

Job Designated Senior Assistant Professor

Book and thesis
Papers	Gated Variable Selection Neural Network for Multimodal Sleep Quality Assessment Artificial Neural Networks and Machine Learning – ICANN 2023,pp.288-299 2023/09/22
Papers	Granger causality-based cluster sequence mining for spatio-temporal causal relation mining International Journal of Data Science and Analytics 2023/07/03
Papers	Noise-aware physics-informed machine learning for robust PDE discovery Machine Learning: Science and Technology,pp.015009-15009 2023/03/01
Papers	Multi-Kernel Temporal and Spatial Convolution for EEG-Based Emotion Classification Sensors 22 (21),pp.8250 2022/10/27
Papers	On the Relation Between Context Dependency and Vocabulary in Human Language and Birdsong Proceedings of the Joint Conference on Language Evolution (JCoLE),pp.517-524 2022/09
Papers	Analyzing and visualizing morphological features using machine learning techniques and non‐big data: A case study of macaque mandibles American Journal of Biological Anthropology 178 (1),pp.44-53 2022/05
Papers	Machine learning for cognitive and behavioral science,pp.1439-1440 2022/02/23
Papers	Statistical Evidence for Learnable Lexical Subclasses in Japanese Linguistic Inquiry 53 (1),pp.87-120 2022/01/12
Papers	Measuring context dependency in birdsong using artificial neural networks PLOS Computational Biology 17 (12),pp.e1009707-e1009707 2021/12/28
Papers	Effects of short-term isolation on social animals' behavior: An experimental case study of Japanese macaque Ecological Informatics,pp.101435-101435 2021/12
Papers	Soft Periodic Convolutional Recurrent Network for Spatiotemporal Climate Forecast Applied Sciences 11 (20),pp.9728-9728 2021/10/18
Papers	Nonparametric Analysis of Inter‐Individual Relations Using an Attention‐Based Neural Network Methods in Ecology and Evolution 12 (8),pp.1425-1440 2021/08
Papers	Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) Interspeech 2020,pp.4856-4860 2020/10/25
Papers	Animals exhibit consistent individual differences in their movement: A case study on location trajectories of Japanese macaques Ecological Informatics 56,pp.101057-101057 2020/03
Papers	Difficulties in analysing animal song under formal language theory framework: comparison with metric-based model evaluation Royal Society Open Science,pp.192069-192069 2020/02
Papers	Superregular grammars do not provide additional explanatory power but allow for a compact analysis of animal song Royal Society Open Science,pp.190139-190139 2019/07/26
Papers	Neural language models as psycholinguistic subjects: Representations of syntactic state Proceedings of the 2019 Conference of the North,pp.32-42 2019
Papers	Unsupervised learning of lexical subclasses from phonotactics 2018/09
Papers	What do RNN Language Models Learn about Filler-Gap Dependencies? Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP(BlackboxNLP@EMNLP),pp.211-221 2018
Papers	Scalar implicatures in non-monotonic environments Semantics and Linguistic Theory,pp.205-223 2016/10/15
Papers	Is the gibbon "song" really the animal song? Primate Research Supplement,pp.44-44 2016