These are selected journal papers (under constructions).

Another list of my published papers including conference papers can be found here or ここ .

Go to list by year

Superposition mechanism (Shared-module neural networks)

• Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto & Shigeru Taguchi (2022). Superposition mechanism as a neural basis for understanding others, Scientific Reports, 12, 2859 (2022). https://doi.org/10.1038/s41598-022-06717-3 

• Wataru Noguchi, Hiroyuki Iizuka & Masahito Yamamoto (2022) Multi-modal shared module that enables the bottom-up formation of map representation and top-down map reading, Advanced Robotics, 36:1-2, 85-99

• Wataru Noguchi, Hiroyuki Iizuka & Masahito Yamamoto (2019). Navigation behavior based on self-organized spatial representation in hierarchical recurrent neural network, Advanced Robotics, 33:11, 539-549 : 10.1080/01691864.2019.1566088

• Noguchi, W., Iizuka, H., & Yamamoto, M. (2017). Cognitive map self-organization from subjective visuomotor experiences in a hierarchical recurrent neural network. Adaptive Behavior, 25(3), 129–146. doi: 10.1177/1059712317711487

Homeostatic neural network

• Hiroyuki Iizuka, Hideyuki Ando, Taro Maeda. (2013). Extended homeostatic adaptation model with metabolic causation in plasticity mechanism—toward constructing a dynamic neural network model for mental imagery, Adaptive Behavior, 21(4), 263–273.   doi: 10.1177/1059712313488426

• Di Paolo, E. A., and Iizuka, H., (2008). How (not) to model autonomous behaviour. BioSystems, 91, 409-423, Special issue on Modelling Autonomy.

• Iizuka, H., and Di Paolo, E. A. (2007). Toward Spinozist robotics: Exploring the minimal dynamics of behavioural preference. Adaptive Behavior, 15, 359–376.

• Iizuka, H, and Di Paolo E. A. (2008). Extended homeostatic adaptation: Improving the link between internal and behavioural stability. In: International Conference on Simulation of Adaptive Behavior 2008, Jul 7 (pp. 1-11).

Perceptual crossing experiments

• Kojima, H., Froese, T., Oka, M., Iizuka, H. & Ikegami, T. (2017). A sensorimotor signature of the transition to conscious social perception: Co-regulation of active and passive touch. Frontiers in Psychology, 8: 1778. doi: 10.3389/fpsyg.2017.01778

• Froese, T., Iizuka, H. & Ikegami, T. (2014). Embodied social interaction constitutes social cognition in pairs of humans: A minimalist virtual reality experiment. Scientific Reports, 4(3672). doi: 10.1038/srep03672. 

• Froese, T., Iizuka, H. & Ikegami, T. (2014). Using minimal human-computer interfaces for studying the interactive development of social awareness. Frontiers in Psychology, 5(1061). doi: 10.3389/fpsyg.2014.01061

• Hiroyuki Iizuka, Davide Marocco, Hideyuki Ando, Taro Maeda. (2013). Experimental study on co-evolution of categorical perception and communication systems in humans, Psychological Research, 77(1), 53-63. 

• Di Paolo, E. A., Rohde, M. and Iizuka, H. (2008). Sensitivity to social contingency or stability of interaction? Modelling the dynamics of perceptual crossing. New Ideas in Psychology, 26, 278–294, Special issue on Dynamics and Psychology.

Artificial Life - Evolution of communication and complexity -

• Baltieri, M., Iizuka, H., Witkowski, O., Sinapayen, L., & Suzuki, K. (2023). Hybrid Life:Integrating biological, artificial, and cognitive systems. WIREs Cognitive Science, e1662. https://doi.org/10.1002/wcs.1662

• Seiya Yamazaki, Hiroyuki Iizuka & Masahito Yamamoto (2020). Complexity of bird song caused by adversarial imitation learning, Artificial Life and Robotics, 25(1), 124-132, DOI: 10.1007/s10015-019-00559-5

• Naohiro Shibuya, Hiroyuki Iizuka, and Masahito Yamamoto. (2018). Evolution of communication through differentiation of communicative and goal-directed behaviors, Artificial Life and Robotics, Volume 23, Issue 2, pp 225–234. doi: 10.1007/s10015-017-0417-7

Artificial intelligence

• H. Terao, W. Noguchi, H. Iizuka and M. Yamamoto (2024). Multi-stream Single Network: Efficient Compressed Video Action Recognition with a Single Multi-input Multi-output Network, in IEEE Access, vol. 12, pp. 20983-20997, 2024, doi: 10.1109/ACCESS.2024.3363022 

• Hiroko Kondo, Hiroyuki Iizuka, Gen Masumoto, Yuichi Kabaya, Yusuke Kanematsu, Yu Takano (2022). Prediction of Protein Function from Tertiary Structure of the Active Site in Heme Proteins by Convolutional Neural Network, Biomolecules. 2023; 13(1):137. https://doi.org/10.3390/biom13010137

• Hiroko Kondo, Hiroyuki Iizuka, Gen Masumoto, Yuichi Kabaya, Yusuke Kanematsu, Yu Takano (2022). Elucidation of the Correlation between Heme Distortion and Tertiary Structure of the Heme-Binding Pocket Using a Convolutional Neural Network, Biomolecules, 12(9), 1172.

• Hayato Terao, Wataru Noguchi, Hiroyuki Iizuka, Masahito Yamamoto (2022). Compressed video ensemble based pseudo-labeling for semi-supervised action recognition, Machine Learning with Applications, Vol. 9, 100336

• K. Takada, H. Iizuka and M. Yamamoto. (2019). Reinforcement Learning to Create Value and Policy Functions using Minimax Tree Search in Hex, IEEE Transactions on Games. doi: 10.1109/TG.2019.2893343. URL

• Hiroya Nagata, Stefan Walke, Soichiro Yokoyama, Tomohisa Yamashita, Hiroyuki Iizuka, Masahito Yamamoto, Keiji Suzuki, Hidenori Kawamura. (2018). Development of entertainment balloon robot system for an indoor event venue, Artificial Life and Robotics, Volume 23, Issue 2, pp 192–199. doi: 10.1007/s10015-017-0419-5

• J. Ogawa, H. Iizuka, M. Yamamoto, and M. Furukawa. (2016). A Novel Approach to Quantitative Evaluation of Tangle Formations for Seaweeds in Stirrer Cultivation, Journal of Robotics and Mechatronics, Vol.28, No.1, pp. 40-49. doi: 10.20965/jrm.2016.p0040

• 加藤修, 飯塚博幸, 山本雅人. (2016). 不確定性を含むデジタルカーリングにおけるゲーム木探索, 情報処理学会論文誌ジャーナル , 57(11), 2354-2364.

• 本庄 将也, 飯塚 博幸, 山本 雅人, 古川 正志. (2016). 巡回セールスマン問題に対する粒子群最適化の提案と性能評価, 日本知能情報ファジィ学会誌「知能と情報」 , 28(4), 744-755. 

• 利根川 凛, 飯塚 博幸, 山本 雅人, 古川 正志, 大内 東, 被災がれき量推定に向けた畳み込みニューラルネットワークを用いた倒壊建造物の自動抽出, 情報処理学会論文誌, 57(6), 1565-1575.

• Soichiro Yokoyama, Hiroyuki Iizuka, Masahito Yamamoto. (2015). Priority Rule-Based Construction Procedure Combined with Genetic Algorithm for Flexible Job-Shop Scheduling Problem, Journal of Advanced Computational Intelligence and Intelligent Informatics, 19(6), 892-899.

• Xu, Z., Iizuka, H., & Yamamoto, M. (2015). Attraction basin sphere estimation approach for niching CMA-ES, Soft Computing, 1-19.

• 南 賢一, 飯塚 博幸, 古川 正志, 山本 雅人. (2015). ネットワークトポロジーを考慮した自己組織化マップによる商品配置方法の提, 人工知能学会論文誌, 30(6), 729-736.

• 高田 圭, 本庄 将也, 飯塚 博幸, 山本 雅人. (2015). 局面ネットワーク特徴量とSVMを用いたHex評価関数の構築, 人工知能学会論文誌, 30(6), 734-744.

• Yasumasa Tamura, Hiroyuki Iizuka, Masahito Yamamoto, Msashi Furukawa. (2014). Application of local clustering organization to reactive job-shop scheduling, Soft Computing, 19(4), 891-899.

• 高田圭，本庄将也，飯塚博幸，山本雅人. (2014). ネットワーク指標を用いたコンピュータ Hex 戦略の開発, 情報処理学会論文誌, 55(11), 2421-2430.

Galvanic vestibular stimulation

• Kazuma Aoyama, Nobuhisa Miyamoto, Satoru Sakurai, Hiroyuki Iizuka, Makoto Mizukami, Masahiro Furukawa, Taro Maeda, and Hideyuki Ando (2021). Electrical Generation of Intranasal Irritating Chemosensation, IEEE Access, vol. 9, pp. 106714-106724, DOI: 10.1109/ACCESS.2021.3100851

• Kazuma Aoyama, Hiroyuki Iizuka, Hideyuki Ando & Taro Maeda. (2015). Four-pole galvanic vestibular stimulation causes body sway about three axes, Scientific Reports, volume 5, Article number: 10168. doi:10.1038/srep10168

• 青山一真，飯塚博幸，櫻井悟，宮本靖久，古川正紘，前田太郎，安藤英由樹. (2015). 往復電流刺激が及ぼす前庭電気刺激の身体動揺増大効果のモデル化, 日本バーチャルリアリティ学会論文誌, 20(4), 291-298.

• 青山一真，安藤英由樹，飯塚博幸，前田太郎. (2014). 前庭電気刺激における逆方向不感電流を用いた加速度感覚の増強, 日本バーチャルリアリティ学会論文誌, 19(3), 315-318.

Neuro feedback

• Ming Chang , Hiroyuki Iizuka, Hideki Kashioka, Yasushi Naruse, Masahiro Furukawa, Hideyuki Ando, Taro Maeda. (2017). Unconscious improvement in foreign language learning using mismatch negativity neurofeedback: A preliminary study. PloS one, 12(6), e0178694. doi: 10.1371/journal.pone.0178694

• Ming Chang, Hiroyuki Iizuka, Yasushi Naruse, Hideyuki Ando & Taro Maeda. (2014). Unconscious learning of auditory discrimination using mismatch negativity (MMN) neurofeedback. Scientific Reports, volume 4, Article number: 6729. doi: 10.1038/srep06729

VR and interfaces

• Christos Melidis, Hiroyuki Iizuka, Davide Marocco. 2018. Intuitive control of mobile robots: an architecture for autonomous adaptive dynamic behaviour integration, Cognitive Processing, Volume 19, Issue 2, pp 245–264. doi: 10.1007/s1033

• Takumi Yokosaka, Hiroyuki Iizuka, Tomoko Yonemura, Daisuke Kondo, Hideyuki Ando & Taro Maeda (2014) Alternating images of congruent and incongruent movement creates the illusion of agency, Scientific Reports, volume 4, Article number: 6201. doi:10.1038/srep06201