Publications

2017 fiscal year 2018 fiscal year

2018 fiscal year

Articles in Journals

Ryo Iwaki, Hiroki Yokoyama and Minoru Asada, “Incremental Estimation of Natural Policy Gradient with Relative Importance Weighting,” IEICE Transactions on Information and Systems, vol. E101-D, no.9, pp. 2346-2355, 2018.

Ryo Iwaki and Minoru Asada, “Implicit incremental natural actor critic algorithm”, Neural Networks, vol. 109, pp. 103-112, 2019.

Jihoon Park, Koki Ichinose, Yuji Kawai, Junichi Suzuki, Minoru Asada, and Hiroki Mori, “Macroscopic cluster organizations change the complexity of neural activity,” Entropy, vol. 21, no. 2, 214, 2019.

Yuji Kawai, Jihoon Park, and Minoru Asada, “A small-world topology enhances the echo state property and signal propagation in reservoir computing,” Neural Networks, vol. 112, pp. 15-23, 2019.

Chiaki Hasegawa, Tetsuya Takahashi, Yuko Yoshimura, Sou Nobukawa, Takashi Ikeda, Daisuke N. Saito, Hirokazu Kumazaki, Yoshio Minabe and Mitsuru Kikuchi, “Developmental trajectory of infant brain signal variability: A longitudinal pilot study”, Frontiers in Neuroscience, vol. 12, 566, 2018.

Yuko Yoshimura, Mitsuru Kikuchi, Hirotoshi Hiraishi, Chiaki Hasegawa, Tetsu Hirosawa, Tetsuya Takahashi, Toshio Munesue, Hirotaka Kosaka, Haruhiro Higashida and Yoshio Minabe, “Longitudinal changes in the mismatch field evoked by an empathic voice reflect changes in the empathy quotient in autism spectrum disorder”, Psychiatry Research: Neuroimaging, vol. 281, pp. 117-122, 2018.

Sou Nobukawa, Mitsuru Kikuchi and Tetsuya Takahashi, “Changes in functional connectivity dynamics with aging: A dynamical phase synchronization approach”, Neuroimage, vol. 188, pp. 357-368, 2019.

Renata S. Mendonça, Christoph D. Dahl, Susana Carvalho, Tetsuro Matsuzawa, and Ikuma Adachi, “Touch-screen-guided task reveals a prosocial choice tendency by chimpanzees (Pan troglodytes)”, PeerJ, vol. 6, e5315, 2018.

Takashi Hayakawa, Senthilvel K. S. S. Nathan, Danica J. Stark, Diana A. Ramirez Saldivar, Rosa Sipangkui, Benoit Goossens, Augustine Tuuga, Marcus Clauss, Akiko Sawada, Shinji Fukuda, Hiroo Imai, and Ikki Matsuda, “First report of foregut microbial community in proboscis monkeys: are diverse forests a reservoir for diverse microbiomes?” Environmental  Microbiology Reports, vol. 10, no. 6, pp.655-662, 2018.

Hye-rin Kim, Wataru Toyokawa and Tatsuya Kameda, “How do we decide when (not) to free-ride? Risk tolerance predicts behavioral plasticity in cooperation,” Evolution and Human Behavior, vol. 40, no. 1, pp. 55-64, 2019.

Hiroshi Matsui and Ei-Ichi Izawa, “Rapid adjustment of pecking trajectory to prism-induced visual shifts in crows as compared to pigeons”, Journal of Experimental Biology, vol. 222, jeb.182345, 2019.

Manami Tsuruta and Keigo Inukai, “How are individual time preferences aggregated in groups? A laboratory experiment on intertemporal group decision-making”, Frontiers in Applied Mathematics and Statistics, vol. 4, no. 43, 2018.

María J. Muñoz Torrecillas, Salvador Cruz Rambaud and Taiki Takahashi, “Self-Control in intertemporal choice and mediterranean dietary pattern,” Frontiers in Public Health, vol. 6, no. 176, 2018.

Song-Ju Kim and Taiki Takahashi, “Performance in multi-armed bandit tasks in relation to ambiguity-preference within a learning algorithm,” Frontiers in Applied Mathematics and Statistics, vol. 4, no. 27, 2018.

Taiki Takahashi, “Behavioral economics of addiction in the age of a super smart society: Society 5.0,” Journal of Transdisciplinary Federation of Science and Technology, vol. 12, no. 2, pp. 119-122, 2018.

Akiko Matsuo, Kazutoshi Sasahara, Yasuhiro Taguchi, and Minoru Karasawa, “Development and validation of the Japanese moral foundations dictionary”, PLOS ONE, vol. 14, No. 3, e0213343, 2019.

Kazutoshi Sasahara, “You are what you eat: A social media study of food identity”, Journal of Computational Social Science, pp. 1-15, 2019.

Peer-Reviewed Conferences

Yuji Kawai, Tomohiro Takimoto, Jihoon Park, and Minoru Asada, “Efficient reward-based learning through body representation in a spiking neural network,” In Proceedings of the 8th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, pp. 198-203, 2018.

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, and Minoru Asada, “Effectively interpreting electroencephalogram classification using the Shapley sampling value to prune a feature tree”, In Proceedings of the 27th International Conference on Artificial Neural Networks, pp. 672-681, 2018.

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, and Minoru Asada, “Compensated integrated gradients to reliably interpret EEG classification”, In Proceedings of Machine Learning for Health Workshop at NeurIPS 2018, 2018.

Non-Reviewed Conferences

Tomohiro Miki, Yuji Kawai, Jihoon Park, and Minoru Asada, “Intrinsically bursting neurons enlarge timescales of fluctuations in firing rates,” The 27th Annual Computational Neuroscience Meeting, 2018.

Motohiro Ogura, Jihoon Park, Yuji Kawai, and Minoru Asada, “An excitation / inhibition ratio impacts on organization of neural connectivity and information transfer,” The 27th Annual Computational Neuroscience Meeting, 2018.

Yuho Ozasa, Yuji Kawai, Jihoon Park, and Minoru Asada, “Neural modularity helps to alleviate catastrophic forgetting in echo state networks,” The 18th Winter Workshop in Rusutsu: Mechanism of Brain and Mind, 2018.

Kazuki Tachikawa, Yuji Kawai, Jihoon Park, and Minoru Asada, “Compensation of integrated gradients for reliable evaluation of feature contributions to EEG classification,” The 18th Winter Workshop in Rusutsu: Mechanism of Brain and Mind, 2018.

Hiromitsu Suganuma, Yuji Kawai, Jihoon Park, and Minoru Asada, “Evolution of collective behavior to maximize transfer entropy,” The 18th Winter Workshop in Rusutsu: Mechanism of Brain and Mind, 2018.

Jihoon Park, Yuji Kawai, and Minoru Asada, “Self-organization of a network structure and emergence of behaviors under body constraints in the embodied system,” The 1st International Symposium on Symbiotic Intelligent Systems, 2019.

Yuko Yoshimura, Mitsuru Kikuchi, Chiaki Hasegawa, Sachiko Kitagawa, Takashi Ikeda, Daisuke Saito, Hirokazu Kumazaki, Tetsu Hirosawa, Tetsuya Takahashi, and Yoshio Minabe, “Effects of oxytocin on social auditory processing and empathy in male adults with autism spectrum disorder,” The 21st International Conference on Biomagnetism, 2018.

Yuko Yoshimura, Koji Kawahara, and Hiroko Kawahara, “Turn-taking in children with autism spectrum disorder: discussion from Ne and backchannel interjections,” The 26th Japanese/Korean Linguistics Conference, 2018.

Chiaki Hasegawa, Tetsuya Takahashi, Yuko Yoshimura, Sachiko Kitagawa, Takashi Ikeda, Daisuke N. Saito, Hirokazu Kumazaki, Yoshio Minabe, and Mitsuru Kikuchi, “Developmental trajectory of infant brain signal variability: A longitudinal pilot study,” The 21st International Conference on Biomagnetism, 2018.

Takashi Ikeda, Chiaki Hasegawa, Yuko Yoshimura, Tetsuya Takahashi, Hirotoshi Hiraishi, Mitsuru Kikuchi, Masayuki Hirata, Yoshio Minabe, and Minoru Asada, “Alpha band suppression during an interactive tapping task: A parent-child hyperscanning-MEG study,” The 21st International Conference on Biomagnetism, 2018.

Hiroki Koda, “A bottom-up mechanism generating new action,” Joint Workshop on Current and Future Cooperation: Kyoto University – University of Vienna, 2018.

Kiri Kuroda and Tatsuya Kameda, “Emergence of cooperative division of labor in dyadic foraging under risk,” The 30th Annual Meeting of the Human Behavior and Evolution Society, 2018.

Atsushi Ueshima and Tatsuya Kameda, “What am I supposed to say?: Anticipating group discussion promotes cognitive consistency in distributive choices for others,” The 40th Annual Meeting of the Cognitive Science Society, 2018.

Hiroshi Matsui and Ei-Ichi Izawa, “Neural substrates for sensorimotor plasticity to control pecking with an experimentally extended bill in pigeons,” The 13th International Congress of Neuroethology, 2018.

Kazutoshi Sasahara, “You are what you eat: A social media study of personality traits,” The 4th Annual International Conference on Computational Social Science, 2018.

Rishemjit Kaur and Kazutoshi Sasahara, “Mapping the moral domain: A factor analysis of distributed representations of moral words,” The 4th Annual International Conference on Computational Social Science, 2018.

Masaki Sugimori and Kazutoshi Sasahara, “Analyzing behavioral complexity of social bots and bot clusters,” EVOSLACE: Workshop on the emergence and evolution of social learning, communication, language and culture in natural and artificial agents in ALIFE 2018, 2018.

Kazutoshi Sasahara, “Emergence of online echo chambers,” EVOSLACE: Workshop on the emergence and evolution of social learning, communication, language and culture in natural and artificial agents in ALIFE 2018, 2018.

Books

Ichiro Tsuda, “Self-organization with constraints ― The significance of invariant manifolds,” Advances in Cognitive Neurodynamics (VI), chap. 47: 1-4, pp. 371-374, Springer Dordrecht Heidelberg New York London, 2018.

Tomoyuki Yano, Yoshitomo Goto, Tomoyuki Nagaya, Ichiro Tsuda, and Shigetoshi Nara, “A pseudo-neuron device and firing dynamics of their networks similar to neural synchronizing phenomena between far local fields in the brain,” Advances in Cognitive Neurodynamics (VI), chap. 14: 1-9, pp. 109-117, Springer Dordrecht Heidelberg New York London, 2018.

Katarzyna Nowak, Adrian A. Barnett, and Ikki Matsuda, “Primates in Flooded Habitats: Ecology and Conservation,” Cambridge: Cambridge University Press, 2019.

Invited Talks

Ichiro Tsuda, “Science of complex systems: mathematical point of view,” Chubu University International Conference on Seeking for a New Conception of Science: The Future of Scientific Culture in East Asia, 2018.

Ichiro Tsuda, “Emerging interactions yielding functional differentiation,” The 1st International Symposium on Symbiotic Intelligent Systems, 2019.

Ichiro Tsuda, “Functional differentiation via a variational principle,” HangZhou Forum on Cognitive Neuroscience and Intelligent Application, 2019.

Minoru Asada, “Consciousness, ethics, and legal system for robots who feel pain,” ALIFE 2018 Workshop on Cognitive Development, Learning and Representation Co-construction in Human-Robots Systems and Ambient Intelligence Systems, 2018.

Ikki Matsuda, “Proboscis Monkeys – The Big Noses of Borneo-,” The 1st Asian Evolution Research Conference, 2018.

Tatsuya Kameda, “Adaptive/neural bases of distributive justice: Does “ought” have empirical grounds in “be”?” The 18th Winter Workshop in Rusutsu: Mechanism of Brain and Mind, 2018.

Ei-Ichi Izawa, “Lessons from avian social behavior: the evolution of communication and brain, …and body,” Brain and Evolution 2018: Japanese-German Summer School on Comparative Neuroscience and Brain Evolution, 2018.

Taiki Takahashi, “Neural and Quantum Computation in Decision Making over Time and under Uncertainty,” The 17th International Conference on Unconventional Computation and Natural Computation, 2018.

Awards

Yuji Kawai, Tomohiro Takimoto, Jihoon Park, and Minoru Asada, “Babybot Challenge Paper Award,” The 8th Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, 2018.

2017 fiscal year

Articles in Journals

Bertrand Jayles, Hye-rin Kim, Ramón Escobedo, Stéphane Cezera, Adrien Blanchet, Tatsuya Kameda, Clément Sire and Guy Theraulaz, “How social information can improve estimation accuracy in human groups,” Proceedings of the National Academy of Sciences USA, vol. 114, no. 47, pp. 12620-12625, 2017.

Tetsuya Takahashi, Takashi Goto, Sou Nobukawa, Yuji Tanaka, Mitsuru Kikuchi, Masato Higashima, and Yuji Wada, “Abnormal functional connectivity of high-frequency rhythms in drug-naïve schizophrenia,” Clinical Neurophysiology, vol. 129, No. 1, pp.222-231, 2018.

Hiroki Koda, Tadahiro Murai, Augustine Tuuga, Benoit Goossens, Senthilvel K. S. S. Nathan, Danica J. Stark, Diana A. R. Ramirez, John C. M. Sha, Ismon Osman, Rosa Sipangkui, Satoru Seino, Ikki Matsuda, “Nasalization by Nasalis larvatus: Larger noses audiovisually advertise conspecifics in proboscis monkeys,” Science Advances, vol. 4, no. 2, eaaq0250, 2018.

Peer-Reviewed Conferences

Take Yo and Kazutoshi Sasahara, Inference of Personal Attributes from Tweets Using Machine Learning, In Proceedings of the 2017 IEEE Big Data, pp. 3086-3092, 2017

Non-Reviewed Conferences

Yuji Kawai, Jihoon Park, and Minoru Asada, “A small-world topology enhances the echo state property of partially connected recurrent networks,” The 1st International Symposium on Systems Intelligence Division, 2018.

Jihoon Park, Yuji Kawai, and Minoru Asada, “Neural representation of behavioral transitions emerged from an oscillator network,” The 1st International Symposium on Systems Intelligence Division, 2018.

Invited Talks

Ichiro Tsuda, “Computational theory for constrained self-organization in neural systems and its applications,” Advances in Neuroinformatics 2017, 2017.

Takao Namiki and Ichiro Tsuda, “Mathematical Structures in the Brain,” Advances in Neuroinformatics 2017, 2017.

Mitsuru Kikuchi, “Challenge to the brain functional measurement during parent-child interaction,” The 5th INCF Japan Node International Workshop Advances in Neuroinformatics, 2017.

Mitsuru Kikuchi, “Atypical development of the central auditory system in young children with Autism spectrum disorder,” CCD-KIT MEG Workshop, 2017.

Ichiro Tsuda, Minoru Asada, Yuji Kawai, Mitsuru Kikuchi, Ikki Matsuda, and Tatsuya Kameda, “An exploration of the principle of emerging interactions in spatiotemporal diversity,” SymCollab2018 IUI Workshop on Symbiotic Interaction and Harmonic Collaboration for Wisdom Computing, 2018.

Ichiro Tsuda, “Toward the interpretation of DLB hallucinations in terms of variational principle,” Workshop on Neural Mechanisms of the DLB Hallucinations and Mathematical Modelling, 2018.

Tatsuya Kameda, “Adaptive/neural bases of disributive justice: Does “ought” have empirical grounds in “be”?,” Mechanism of Brain and Mind the 18th Winter Workshop, 2018.

Media

National Geographic USA, “For This Monkey, a Bigger Nose Means a Better Sex Life,” Feb. 21, 2018.

The Asahi Shimbun, “Study: Proboscis monkeys evolved bigger noses to get more females,” Feb. 22, 2018.