1. Nishioka T, Macpherson T, Hamaguchi K, *Hikida T, Distinct Roles of Dopamine D1 and D2 Receptor-expressing Neurons in the Nucleus Accumbens for a Strategy Dependent Decision Making, 60th Annual Meeting of the American College of Neuropsychopharmacology, 2021, online, reviewed poster BibTeX
2. Doya K, Natural and artificial reinforcement learning, Deep Reinforcement Learning Workshop, NeurIPS2021, 2021, online, Invited lecture BibTeX
3. *Hiroki Furuta, Tadashi Kozuno, Tatsuya Matsushima, Yutaka Matsuo, and Shixiang Shane Gu, Co-Adaptation of Algorithmic and Implementational Innovations in Inference-based Deep Reinforcement Learning, Neural Information Processing Systems 2021, 2021, Virtual, reviewed BibTeX
4. *Yusuke Iwasawa, Yutaka Matsuo, Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization, Neural Information Processing Systems 2021, 2021, Virtual, reviewed BibTeX
5. Yihao Wu, Jun Izawa, The regret motivated reinforcement learning, 2021 International Symposium on Micro-NanoMehatronics and Human Science (MHS), 2021, Nagoya,Japan, reviewed BibTeX
6. *Asuka Moritani, Ryo Ozaki, Shoki Sakamoto, Hirokazu Kameoka, Tadahiro Taniguchi, StarGAN-based Emotional Voice Conversion for Japanese Phrases, Asia-Pacific Signal and Information Processing Association (APSIPA 2021), 2021, Tokyo, Japan BibTeX
7. Tadahiro Taniguchi, Generative Models for Symbol Emergence based on Real-World Sensory-motor Information and Communication, The 15th International Symposium on Computer Music Multidisciplinary Research (CMMR 2021), 2021, Online, keynote BibTeX
8. Abekawa N, Gomi H, Static and dynamic gaze states are separately linked with motor learning of reaching movements, Neuroscience 2021, 2021, online BibTeX
9. De Havas J, Ito S, Bestmann S, Gomi H, Parietal contributions to illusory tactile pulling sensations, Neuroscience 2021, 2021, online BibTeX
10. Gomi H, Abekawa N, Doya K, Bayesian visuomotor-reflex modulation by remote state instabilities, Neuroscience 2021, 2021, online BibTeX
11. *Nishioka T, Macpherson T, Hamaguchi K, Hikida T, Distinct Roles of Dopamine D1 and D2 Receptor-expressing Neurons in the Nucleus Accumbens for a Strategy Dependent Decision Making, Neuroscience 2021, 50th Annual meeting of Society for Neuroscience, 2021, online, reviewed poster BibTeX
12. Doya K, The duality of inference and control as a key to understanding canonical cortical circuits, RIKEN-OIST symposium, 2021, online, Invited lecture BibTeX
13. *Rikunari Sagara, Ryo Taguchi, Akira Taniguchi, and Tadahiro Taniguchi, Simultaneous Learning of Relative and Absolute Spatial Concepts Without Any Prior Distinction, IEEE 10th Global Conference on Consumer Electronics (GCCE 2021), 2021, Online, https://ieeexplore.ieee.org/document/9621937BibTeX
14. *Li Y, Doya K, Investigation of information flow and temporal-spatial organization of neurons across cortical layers from multi-depth two-photon imaging data, JNNS2021, 2021, online, Poster presentation BibTeX
16. Yohei Oseki, Human language processing in comparative computational psycholinguistics, Issues in Japanese Psycholinguistics from Comparative Perspectives (IJPCP), 2021, Zoom, Online, invited BibTeX
17. Doya K, The duality of control and inference as a clue for cracking the codes of frontal and sensory cortical architectures, CJK Symposium 17, Theoretical Brain, The 44th annual meeting of the Japan Neuroscience Society, 2021, online, Invited lecture BibTeX
18. Taira M, The effect of photoinhibition of dorsal raphe serotonin neurons on stationary waiting and sustained motor actions for future rewards, The 44th annual meeting of the Japan Neuroscience Society, 2021, Kobe Convention Center BibTeX
19. Tadahiro Taniguchi, Symbol Emergence in Robotics: Probabilistic Generative Models for Realizing Real-world Cognition, Fifth International Workshop on Symbolic-Neural Learning (SNL-2021), 2021, Online, invited BibTeX
20. Hamaguchi K, Aoki-Takahashi H, *Watanabe D, Prospective action selection and inferred value in mouse frontal cortex, The 44th Annual Meeting of the Japan Neuroscience Society, 2021, Kobe, Japan, poster BibTeX
21. *Tadahiro Taniguchi, Lotfi El Hafi, Yoshinobu Hagiwara, Akira Taniguchi, Nobutaka Shimada, and Takanobu Nishiura, Development of Semiotically Adaptive Cognition For Realizing Remotely Operated Service Robots in New Normal Society, IEEE International Conference on Advanced Robotics and its Social Impacts (ARSO), 2021, Online BibTeX
22. *Shingo Hiroki, Hikari Yoshitane, Yoshitaka Fukada, Masahiro Tomioka, Muneki Ikeda, Ikue Mori, Yuichi Iino, Molecular Encoding and Synaptic Decoding of Memory of Chemical Concentration in C. elegans, 23rd International C. elegans Conference, 2021, Online BibTeX
23. Yohei Oseki, Reverse-engineering human language processing, Joint Workshop on Linguistics & Language Processing (JWLLP), 2021, Zoom, Online, invited BibTeX
24. Doya K, Duality of control and inference and the cortical circuit architecture, SBDM 2021, 2021, online, Invited lecture BibTeX
25. *Kei Akuzawa, Yusuke Iwasawa, Yutaka Matsuo, Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning, Learning for Dynamics and Control, 2021, Virtual, reviewed BibTeX
26. *Mimura K, Unsupervised temporal segmentation of marmoset goal-directed behavior, 10th International Symposium on Biology of Decision-Making, 2021, Paris, France, invited / oral BibTeX
27. Doya K, What can we learn from the brain for future AI?, Brain2AI Workshop, International Conference on Learning Representations (ICLR 2021), 2021, online, Invited lecture BibTeX
28. *Haruo Hosoya, CIGMO: Learning categorical invariant deep generative models from grouped data, ICLR Workshop on Weakly Supervised Learning, 2021, online, reviewed poster BibTeX
29. *Tatsuya Matsushima, Hiroki Furuta, Yutaka Matsuo, Ofir Nachum, and Shixiang Shane Gu, Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization, International Conference on Learning Representations 2021, 2021, Virtual, reviewed BibTeX
30. *Uchida Y, Hikida T, Yamashita Y, Oral perceptions as expected changes in internal states: computational modeling of altered nutrient intake in psychiatric disorders and proposal of a possible treatment strategy, Society of Biological Psychiatry 2021 virtual meeting, 2021, online, reviewed poster BibTeX
31. *Gomi H, Abekawa N, Postural instability context implicitly enhances visually-induced reflexive reaching control without explicit assistance of voluntary action., Neural Control of Movement 2021 (NCM2021), 2021, online, poster BibTeX
32. Morioka H, Hermanni H, Hyvärinen A, Independent Innovation Analysis for Nonlinear Vector Autoregressive Process, 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021), 2021, Online, reviewed, oral BibTeX
33. Takashi Ikegami, Offloaded Mind: the experiments of dyadic humanoid/human interaction, 2021 International Workshop on Embodied Intelligence, 2021, online, keynote BibTeX
34. *Hiroki Furuta, Tatsuya Matsushima, Tadashi Kozuno, Yutaka Matsuo, Sergey Levine, Ofir Nachum, and Shixiang Shane Gu, Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning, International Conference on Machine Learning 2021, 2021, Virtual, reviewed BibTeX
35. Kasahara, Kazumi, Nakamura, Tatsuhiro, Uehara, Kazumasa, Ogata, Yusuke, Doya, Kenji and Hanakawa, Takashi, Effects of transcranial direct current stimulation in brain-computer interface, 2021 IEEE 3rd Global Conference on life science and technology (LifeTech 2021), 2021, online, Poster BibTeX
36. *Edison Marrese-Taylor, Machel Reid and Yutaka Matsuo, Variational Inference for Learning Representations of Natural Language Edits, The Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021, Virtual, reviewed BibTeX
38. Doya, Kenji, Neural circuit for mental simulation, China-Japan Expert Symposium on Brain Science, 2021, online, invited BibTeX
39. *Yusuke Iwasawa, Kei Akuzawa, Yutaka Matsuo, Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective, the 29th International Joint Conference on Artificial Intelligence, 2021, Virtual, reviewed BibTeX
40. Kaede Hayashi, Wenru Zheng, Lotfi El Hafi, Yoshinobu Hagiwara, and Tadahiro Taniguchi, Bidirectional Generation of Object Images and Positionsusing Deep Generative Models for Service Robotics Applications, IEEE/SICE International Symposium on System Integration (SII 2021), 2021, Iwate, Japan (virtual), reviewed BibTeX
41. Ryo Yoshino, Toshiaki Takano, Hiroki Tanaka, and Tadahiro Taniguchi, Active Exploration for Unsupervised Object Categorization Based on Multimodal Hierarchical Dirichlet Process, 2021 IEEE/SICE International Symposium on System Integration (SII 2021), 2021, Iwate, Japan (virtual), reviewed BibTeX
42. Negrete SB, Labuguen R, Matsumoto J, Go Y, Inoue K, Shibata T, Multiple Monkey Pose Estimation Using OpenPose, 25th INternational Conference on Pattern recognition (IPCR 2021), 2021, Milano, Italy, poster BibTeX
43. *Matsumoto H, Mizuseki K, athway-specific roles of midbrain dopamine neurons in reward-based decisions, The 44th Annual Meeting of the Japan Neuroscience Society, 2021 BibTeX