1. Sebastien Tremblay, Leah Acker, Arash Afraz, Daniel L Albaugh, Hidetoshi Amita, Ariana R Andrei, Alessandra Angelucci, Amir Aschner, Puiu F Balan, Michele A Basso, Giacomo Benvenuti, Martin O Bohlen, Michael J Caiola, Roberto Calcedo, James Cavanaugh, Yuzhi Chen, Spencer Chen, Mykyta M Chernov, Andrew M Clark, Ji Dai, Samantha R Debes, Karl Deisseroth, Robert Desimone, Valentin Dragoi, Seth W Egger, Mark AG Eldridge, Hala G El-Nahal, Francesco Fabbrini, Frederick Federer, Christopher R Fetsch, Michal G Fortuna, Robert M Friedman, Naotaka Fujii, Alexander Gail, Adriana Galvan, Supriya Ghosh, Marc Alwin Gieselmann, Roberto A Gulli, Okihide Hikosaka, Eghbal A Hosseini, Xing Hu, Janina Huer, Ken-Ichi Inoue, Roger Janz, Mehrdad Jazayeri, Rundong Jiang, Niansheng Ju, Kohitij Kar, Carsten Klein, Adam Kohn, Misako Komatsu, Kazutaka Maeda, Julio C Martinez-Trujillo, Masayuki Matsumoto, John HR Maunsell, Diego Mendoza-Halliday, Ilya E Monosov, Ross S Muers, Lauri Nurminen, Michael Ortiz-Rios, Daniel J O’Shea, Stephane Palfi, Christopher I Petkov, Sorin Pojoga, Rishi Rajalingham, Charu Ramakrishnan, Evan D Remington, Cambria Revsine, Anna W Roe, Philip N Sabes, Richard C Saunders, Hansjorg Scherberger, Michael C Schmid, Wolfram Schultz, Eyal Seidemann, Yann-Suhan Senova, Michael N Shadlen, David L Sheinberg, Caitlin Siu, Yoland Smith, Selina S Solomon, Marc A Sommer, John L Spudich, William R Stauffer, Masahiko Takada, Shiming Tang, Alexander Thiele, Stefan Treue, Wim Vanduffel, Rufin Vogels, Matthew P Whitmire, Thomas Wichmann, Robert H Wurtz, Haoran Xu, Azadeh Yazdan-Shahmorad, Krishna V Shenoy, James J DiCarlo, Michael L Platt, An open resource for non-human primate optogenetics, Neuron, 2020, 108, 6, 1075-1090, reviewed BibTeX
2. Tsutsui-Kimura I, Matsumoto H, Akiti K, Yamada MM, Uchida N, *Watabe-Uchida M, Distinct temporal difference error signals in dopamine axons in three regions of the striatum in a decision-making task., Elife, 2020, 9, e62390, reviewed BibTeX
3. *Gutierrez, Carlos Enrique, Skibbe, Henrik, Nakae, Ken, Tsukada, Hiromichi, Lienard, Jean, Watakabe, Akiya, Hata, Junichi, Reisert, Marco, Woodward, Alexander, Yamaguchi, Yoko, Yamamori, Tetsuo, Okano, Hideyuki, Ishii, Shin and Doya, Kenji, Optimization and validation of diffusion MRI-based fiber tracking with neural tracer data as a reference, Scientific reports, 2020, 10, 21285, reviewed, Open access BibTeX
4. *Arslanova I, Wang K, Gomi H, Haggard P, Somatosensory evoked potentials that index lateral inhibition are modulated according to the mode of perceptual processing: comparing or combining multi-digit tactile motion., Cognitive Neuroscience, 2020, 2020 BibTeX
5. *Sugiyama M, Tsuda K, Nakahara H, Sample Space Truncation on Boltzmann Machines, NeurIPS 2020 Workshop: Deep Learning through Information Geometry, 2020, 1-9, reviewd, & BibTeX
6. Kato A, Kunisato Y, Katahira K, Okimura T, *Yamashita Y, Computational Psychiatry Research Map (CPSYMAP): A New Database for Visualizing Research Papers, Frontiers in Psychiatry, 2020, 11, 578706, reviewed& BibTeX
7. Yatsuka H, Hada K, Shiraishi H, Umeda R, Morisaki I, Urushibata H, Shimizu N, Sebastian WA, Hikida T, Ishitani T, Hanada R, Shimada T, Kimoto K, Kubota T, Hanada T, Exosc2 deficiency leads to developmental disorders by causing a nucleotide pool imbalance in zebrafish, Biochemical and Biophysical Research Communications, 2020, 533, 4, 1470-1476, reviewed BibTeX
8. *Miyazaki, Katsuhiko, Miyazaki, Kayoko W., Sivori, Gaston, Yamanaka, Akihiro, Tanaka, Kenji F. and Doya, Kenji, Serotonergic projections to the orbitofrontal and medial prefrontal cortices differentially modulate waiting for future rewards, Science Advances, 2020, 6, eabc7246, reviewed, Open access BibTeX
9. *Tatsuya Matsushima, Naruya Kondo, Yusuke Iwasawa, Kaoru Nasuno, Yutaka Matsuo, Modeling Task Uncertainty for Safe Meta-imitation Learning, Frontiers in Robotics and AI, 2020, 7, 189, reviewed BibTeX
10. *Tomoki Kurikawa, Kenji Mizuseki, Tomoki Fukai, Oscillation-Driven Memory Encoding, Maintenance, and Recall in an Entorhinal-Hippocampal Circuit Model., Cerebral Cortex, 2020, 31, bhaa343, reviewed BibTeX
11. *Kurikawa T, Mizuseki K, Fukai T, Oscillation-Driven Memory Encoding, Maintenance, and Recall in an Entorhinal-Hippocampal Circuit Model., Cerebral Cortex, 2020, 31, bhaa343, reviewed BibTeX
12. Shiwaku H, Doi S, Miyajima M, Matsumoto Y, Fujino J, Hirai N, Jitoku D, Takagi S, Tamura T, Maruo T, Shidei Y, Kobayashi N, Ichihashi M, Noguchi S, Oohashi K, Takeuchi T, Sugihara G, Okada T, Fujiwara T, *Takahashi H., Novel brief screening scale, Tokyo Metropolitan Distress Scale for Pandemic (TMDP), for assessing mental and social stress of medical personnel in COVID-19 pandemic, Psychiatry Clin Neurosci, 2020, 75, 24-25, reviewed BibTeX
13. *Yohei Oseki, Alec Marantz, Modeling human morphological competence, Frontiers in Psychology, 2020, 11, 513740, reviewed& BibTeX
14. *Fujii K, Yoshihara Y, Matsumoto Y, Tose K, Takeuchi H, Isobe M, Mizuta H, Maniwa D, Okamura T, Murai T, Kawahara Y, Takahashi H., Cognition and interpersonal coordination of patients with schizophrenia who have sports habits, PLoS One, 2020, 15, e0241863, reviewed& BibTeX
15. Yamasaki S, Aso T, Miyata J, Sugihara G, Hazama M, Nemoto K, Yoshihara Y, Matsumoto Y, Okada T, Togashi K, Murai T, Takahashi H, *Suwa T, Early and late effects of electroconvulsive therapy associated with different temporal lobe structures, Transl Psychiatry, 2020, 10, 344, reviewed BibTeX
16. Kunitomo, H., and *Iino, Y., Caenorhabditis elegans che-5 is allelic to gcy-22., MicroPubl Biol, 2020, 313, reviewed BibTeX
17. Murakami R, Tanaka H, Shinotsuka H, Nagata K, Shouno H, Yoshikawa H*, Development of multiple core-level XPS spectra decomposition method based on the Bayesian information criterion, Journal of Electron Spectroscopy and Related Phenomena, 2020, 245, 147003, reviewed& BibTeX
18. *Tatsuya Teramae, Takamitsu Matsubara, Tomoyuki Noda, Jun Morimoto, Quaternion-based trajectory optimization of human postures for inducing target muscle activation patterns, IEEE Robotics and Automation Letters, 2020, 5, 4, 6607-6614, reviewed BibTeX
19. *Abe, Yoshifumi, Takata, Norio, Sakai, Yuki, Hamada, Hiro Taiyo, Hiraoka, Yuichi, Aida, Tomomi, Tanaka, Kohichi, Bihan, Denis Le, Doya, Kenji and Tanaka, Kenji F, Diffusion functional MRI reveals global brain network functional abnormalities driven by targeted local activity in a neuropsychiatric disease mouse model, Neuroimage, 2020, 223, 117318, reviewed BibTeX
20. Morioka H, Calhoun V, *Hyvärinen A, Nonlinear ICA of fMRI reveals primitive temporal structures linked to rest, task, and behavioral traits, NeuroImage, 2020, 218, 116989, reviewed BibTeX
21. *Misako Komatsu, Noritaka Ichinohe, Effects of Ketamine Administration on Auditory Information Processing in the Neocortex of Nonhuman Primates, Frontiers in psychiatry, 2020, 11, 826, reviewed BibTeX
22. Idei H, Murata S, *Yamashita Y, *Ogata T, Homogeneous Intrinsic Neuronal Excitability Induces Overfitting to Sensory Noise: A Robot Model of Neurodevelopmental Disorder, Frontiers in Psychiatry, 2020, 11, 762, reviewed& BibTeX
23. *De Havas J, Ito S, Gomi H, On Stopping Voluntary Muscle Relaxations and Contractions: Evidence for Shared Control Mechanisms and Muscle State-Specific Active Breaking, The Journal of Neuroscience., 2020, 2020, 40, 31 BibTeX
24. *Masaaki Sato, Kotaro Mizuta, Tanvir Islam, Masako Kawano, Yukiko Sekine, Takashi Takekawa, Daniel Gomez-Dominguez, Alexander Schmidt, Fred Wolf, Karam Kim, Hiroshi Yamakawa, Masamichi Ohkura, Min Goo Lee, Tomoki Fukai, Junichi Nakai and *Yasunori Hayashi, Distinct mechanisms of over-representation of landmarks and rewards in the hippocampus., Cell Reports, 2020, 32, 107864, reviewed BibTeX
25. *Sato M, Mizuta K, Islam T, Kawano M, Sekine Y, Takekawa T, Gomez-Dominguez D, Schmidt A, Wolf F, Kim K, Yamakawa H, Ohkura M, Lee MG, Fukai T, Nakai J *Hayashi Y, Distinct mechanisms of over-representation of landmarks and rewards in the hippocampus., Cell Reports, 2020, 32, 107864, reviewed BibTeX
26. Shinotsuka H+, Nagata K, *Yoshikawa H, Mototake Y, Shouno H, Okada M, Development of spectral decomposition based on Bayesian information criterion with estimation of confidence interval, Science and Technology of Advanced Materials, 2020, 21, 1, 402-419, reviewed& BibTeX
27. Yun M, Kawai T, Nejime M, Yamada H, *Matsumoto M, Signal dynamics of midbrain dopamine neurons during economic decision-making in monkeys, Science Advances, 2020, 6, eaba4962, reviewed BibTeX
28. Saito N, Tainaka K, Macpherson T, Hikida T, Yamaguchi S, Sasaoka T, Neurotransmission through dopamine D1 receptor is required for aversive memory formation and Arc activation in the cerebral cortex, Neuroscience Research, 2020, 156, 58-65, reviewed BibTeX
29. Mariko Tada, Kenji Kirihara, Daisuke Koshiyama, Mao Fujioka, Kaori Usui, Takanori Uka, Misako Komatsu, Naoto Kunii, Tsuyoshi Araki, Kiyoto Kasai, Gamma-Band Auditory Steady-State Response as a Neurophysiological Marker for Excitation and Inhibition Balance: A Review for Understanding Schizophrenia and Other Neuropsychiatric Disorders, Clinical EEG and neuroscience, 2020, 51, 4, 234-243, reviewed BibTeX
30. Nishioka T, Hamaguchi K, Yawata S, Hikida T, *Watanabe D, Chemogenetic Suppression of the Subthalamic Nucleus Induces Attentional Deficits and Impulsive Action in a Five-Choice Serial Reaction Time Task in Mice, Frontiers in System Neuroscience, 2020, 14, 38, reviewed BibTeX
31. Megumi Takasago, Naoto Kunii, Misako Komatsu, Mariko Tada, Kenji Kirihara, Takanori Uka, Yohei Ishishita, Seijiro Shimada, Kiyoto Kasai, Nobuhito Saito, Spatiotemporal Differentiation of MMN From N1 Adaptation: A Human ECoG Study, Frontiers in psychiatry, 2020, 11, 586, reviewed BibTeX
32. Takeuchi H, Tsurumi K, Murao T, Mizuta H, Kawada R, Murai T, *Takahashi H., Framing effects on financial and health problems in gambling disorder., Addict Behav., 2020, 110, 106502, reviewed& BibTeX
33. Han, Dongi, Doya, Kenji and *Tani, Jun, Self-organization of action hierarchy and compositionality by reinforcement learning with recurrent neural networks, Neural Networks, 2020, 129, 149-162, reviewed BibTeX
34. Nishioka T, Hamaguchi K, Yawata S, Hikida T, Watanabe D, Chemogenetic suppression of the subthalamic nucleus induces attentional deficits and impulsive action in a five-choice serial reaction time task in mice, Frontiers in Systems Neuroscience, 2020, 14, 38, reviewed BibTeX
35. *Katahira K, Kunisato Y, Okimura T, Yamashita Y, Retrospective surprise: A computational component for active inference, Journal of Mathematical Psychology, 2020, 96, 202347~102347, reviewed& BibTeX
36. *Koizumi A, Hori T, Maniscalco B, Hayase M, Mishima R, Kawashima T, Miyata J, Aso T, Lau H, Takahashi H, Amano K., Atypical spatial frequency dependence of visual metacognition among schizophrenia patients, Neuroimage Clin, 2020, 27, 102296, reviewed BibTeX
37. *Yohei Oseki, Masayuki Asahara, Design of BCCWJ-EEG: Balanced corpus with human clectroencephalography, Proceedings of the International Conference on Language Resources and Evaluation (LREC), 2020, Short Paper, 189-194, reviewed& BibTeX
38. Anan M, Higa R, Shikano K, Shide M, Soda A, Carrasco Apolinaro ME, Mori K, Shin T, Miyazato M, Mimata H, Hikida T, Hanada T, Nakao K, Kangawa K, Hanada R, Cocaine has some effect on Neuromedin U expressing neurons related to the brain reward system, Heliyon, 2020, 6, 5, e03947, reviewed# BibTeX
39. Raman Rajani, *Hosoya Haruo, Convolutional neural networks explain tuning properties of anterior, but not middle, face- processing areas in macaque inferotemporal cortex, Communications Biology, 2020, 3, 1–15, reviewed& BibTeX
40. Guilherme Maeda, Okan Koc, *Jun Morimoto, Phase portraits as movement primitives for fast humanoid robot control, Neural Networks, 2020, 129, 109-122, reviewed& BibTeX
41. Yoshihara Y, Lisi G, Yahata N, Fujino J, Matsumoto Y, Miyata J, Sugihara GI, Urayama SI, Kubota M, Yamashita M, Hashimoto R, Ichikawa N, Cahn W, van Haren NEM, Mori S, Okamoto Y, Kasai K, Kato N, Imamizu H, Kahn RS, Sawa A, Kawato M, Murai T, Morimoto J, *Takahashi H., Overlapping but Asymmetrical Relationships Between Schizophrenia and Autism Revealed by Brain Connectivit, Schizophr Bull, 2020, 46, 1210-8, reviewed& BibTeX
42. *Rok Pahic, Barry Ridge, Andrej Gams, Jun Morimoto, Ales Ude, Training of deep neural networks for the generation of dynamics movement primitives, Neural Networks, 2020, 127, 121-131, reviewed& BibTeX
43. Wang Q, Shimizu K, Maehata K, Pan Y, Sakurai K, Hikida T, Fukada Y, Takao T, Lithium ion adduction enables UPLC-MS/MS–based analysis of multi-class, 3-hydroxyl group–containing keto-steroids, The Journal of Lipid Research, 2020, 61, 4, 570-579, reviewed BibTeX
44. *Atsushi Masumori, Lana Sinapayen, Norihiro Maruyama, Takeshi Mita, Douglas Bakkum, Urs Frey, Hirokazu Takahashi, Takashi Ikegami, Neural Autopoiesis: Organizing Self-Boundaries by Stimulus Avoidance in Biological and Artificial Neural Networks., Artificial life, 2020, 26, 130-151, reviewed BibTeX
45. Kumar, A., Baruah, A., Tomioka, M., Iino, Y., Kalita, M.C., and *Khan, M., Caenorhabditis elegans: a model to understand host-microbe interactions., Cell Mol Life Sci, 2020, 77, 7, 1229-1249, reviewed BibTeX
46. Sho Ito, Hiroaki Gomi, Visually-updated hand state estimates modulate the proprioceptive reflex independently of motor task requirements, eLife, 2020, 9, open access: https://doi.org/10.7554/eLife.52380BibTeX
47. Yuji Nagai, Naohisa Miyakawa, Hiroyuki Takuwa, Yukiko Hori, Kei Oyama, Bin Ji, Manami Takahashi, Xi-Ping Huang, Samuel T Slocum, Jeffrey F DiBerto, Yan Xiong, Takuya Urushihata, Toshiyuki Hirabayashi, Atsushi Fujimoto, Koki Mimura, Justin G English, Jing Liu, Ken-ichi Inoue, Katsushi Kumata, Chie Seki, Maiko Ono, Masafumi Shimojo, Ming-Rong Zhang, Yutaka Tomita, Jin Nakahara, Tetsuya Suhara, Masahiko Takada, Makoto Higuchi, Jian Jin, Bryan L Roth, Takafumi Minamimoto*, Deschloroclozapine, a potent and selective chemogenetic actuator enables rapid neuronal and behavioral modulations in mice and monkeys, Nature Neuroscience, 2020, 23, 1157-1167, reviewed& BibTeX
48. Toshitake Asabuki and *Tomoki Fukai, Somatodendritic consistency check for temporal feature segmentation., Nature Communications, 2020, 11, 1554, reviewed BibTeX
50. Toyoshima, Y., Wu, S., Kanamori, M., Sato, H., Jang, M.S., Oe, S., Murakami, Y., Teramoto, T., Park, C., Iwasaki, Y., Ishihara, T., Yoshida, R., *Iino, Y., Neuron ID dataset facilitates neuronal annotation for whole-brain activity imaging of C. elegans, BMC Biol, 2020, 18, 1, 30, reviewed BibTeX
51. Nishimoto T, Higashi H, Morioka H, *Ishii S, EEG-based personal identification method using unsupervised feature extraction and its robustness against intra-subject variability, Journal of Neural Engineering, 2020, 17, 2, 26007, reviewed BibTeX
52. *Shinsuke Suzuki, John P. O’Doherty, Breaking human social decision making into multiple components and then putting them together again, Cortex, 2020, 127, 221-230, reviewed BibTeX
53. *Takashi Hayakawa and Tomoki Fukai, Spontaneous and stimulus-induced coherent states of critically balanced neuronal networks., Physical Review Research, 2020, 2, 13253, reviewed BibTeX
54. *Hayakawa T, *Fukai T, Spontaneous and stimulus-induced coherent states of critically balanced neuronal networks, Phys. Rev. Research, 2020, 2, 013253, reviewed# BibTeX
55. *Kentaro Katahira, Yoshihiko Kunisato, Yuichi Yamashita, *Shinsuke Suzuki, Commentary: A robust data-driven approach identifies four personality types across four large data sets, Frontiers in Big Data, 2020, 3, 8, reviewed& BibTeX
56. *Katahira K, Kunisato Y, Yamashita Y, Suzuki S, Commentary: A robust data-driven approach identifies four personality types across four large data sets, Frontiers in Big Data, 2020, 3, 8, reviewed& BibTeX
57. *Lu X, Inoue K, Ohmae S, Uchida Y, New Cerebello-Cortical Pathway Involved in Higher-Order Oculomotor Control., Cerebellum, 2020, 19, 401-408, reviewed BibTeX
58. *Lu X, Inoue K, Ohmae S, Uchida Y, New Cerebello-Cortical Pathway Involved in Higher-Order Oculomotor Control., Cerebellum, 2020, 19, 401-408, reviewed BibTeX
59. Tei S, Kauppi JP, Jankowski KF, Fujino J, Monti RP, Tohka J, Abe N, Murai T, *Takahashi H, Hari R., Brain and behavioral alterations in subjects with social anxiety dominated by empathic embarrassment, Proc Natl Acad Sci U S A, 2020, 117, 4385-4391, reviewed& BibTeX
60. *Lehky SR, Phan AH, Cichocki A, Tanaka K, Face representations via tensorfaces of various complexities, Neural Computation, 2020, 32, 2, 281-329, reviewed BibTeX
61. *Hikida T,Morita M, Kuroiwa M, Macpherson T, Shuto T, Sotogaku N, Niwa M, Sawa A, Nishi A *, Adolescent psychosocial stress enhances sensitization to cocaine exposure in genetically vulnerable mice, Neuroscience Research, 2020, 151, 38-45, reviewed# BibTeX
62. *Hikida T, Yao S, Macpherson T, Fukakusa A, Morita M, Kimura H, Hirai K, Ando T, Toyoshiba H, Sawa A, Nucleus accumbens pathways control cell-specific gene expression in the medial prefrontal cortex, Scientific Reports, 2020, 10, 1, 1838, reviewed# BibTeX
63. Lanillos P, Oliva D, Philippsen A, Yamashita Y, Nagai Y, *Cheng G, A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder, Neural Networks, 2020, 112, 338-363, reviewed& BibTeX
64. *Lana Sinapayen, Atsushi Masumori, Takashi Ikegami, Reactive, Proactive, and Inductive Agents: An Evolutionary Path for Biological and Artificial Spiking Networks, Frontiers in Computational Neuroscience, 2020, 13, reviewed BibTeX
65. *Yohei Oseki, Alec Marantz, Modeling morphological processing in human magnetoencephalography, Proceedings of the Society for Computation in Linguistics (SCiL), 2020, Long Paper, 209-219, reviewed& BibTeX
Domestic Journal Paper
1. *Kurikawa T, Mizuseki K, Fukai T, Oscillation-Driven Memory Encoding, Maintenance, and Recall in an Entorhinal-Hippocampal Circuit Model., Cerebral Cortex, 2020, 31, bhaa343, reviewed BibTeX
4. *Sato M, Mizuta K, Islam T, Kawano M, Sekine Y, Takekawa T, Gomez-Dominguez D, Schmidt A, Wolf F, Kim K,Yamakawa H, Ohkura M, Lee M.G, Fukai T, Nakai J, *Hayashi Y, Distinct mechanisms of over-representation of landmarks and rewards in the hippocampus., Cell Reports, 2020, 32, 107864, reviewed BibTeX
1. Yohei Oseki, Towards computational cognitive neuroscience of language, What is the role of next generation of cognitive robotics?, 2020, Zoom, Online, invited BibTeX
2. *Sugiyama M, Tsuda K, Nakahara H, Sample Space Truncation on Boltzmann Machines, NeurIPS 2020 Workshop: Deep Learning through Information Geometry, 2020, online, reviewed, poster BibTeX
3. Vieillard, Nino, Kozuno, Tadashi, Scherrer, Bruno, Pietquin, Olivier, Munos, Remi and Geist, Matthieu, Leverage the average: an analysis of KL regularization in reinforcement learning, Neural Information Processing Systems Online Conference 2020 (NeurIPS 2020), 2020, online, oral BibTeX
4. Shimizu, Yu, Yoshimoto, Junichiro, Takamura, Masahiro, Okada, Go, Matsumoto, Tomoya, Fuchikami, Manabu, Okada, Satoshi, Morinobu, Shigeru, Okamoto, Yasumasa, Yamawaki, Shigeto and Doya, Kenji, Maximum credibility voting (MCV): An integrative approach for accurate diagnosis of major depressive disorder from clinically readily available data, APSIPA 2020 online, 2020, online, oral BibTeX
5. *Hikida T, Kim J, Macpherson T, Nucleus accumbens D2-receptor-expressing neurons regulate reversal learning in the Attentional Set Shifting Test, 59th Annual Meeting of the American College of Neuropsychopharmacolog, 2020, poster BibTeX
6. Sugiura, Iori, Irei, Tsukasa, Doya, Kenji, Kurata, Koji and Miyata, Ryota, Effects of the neural activity in basal ganglia on the choice behavior in rats, The 30th Annual Conference of Japanese Neural Network Society (JNNS2020), 2020, online, oral BibTeX
7. Doya, Kenji, AI and brain science, 2020 IEEE CIS Summer School on Emerging Research Trends in Computational Intelligence: Theory and Applications, 2020, online, invited BibTeX
8. Tomoki Fukai, Rate and temporal coding perspectives of motor processing in cortical microcircuits, Online Workshop Series Neural Control: From data to machines, 2020, online, oral, invited BibTeX
9. Tomoki Fukai, Rate and temporal coding perspectives of motor processing in cortical microcircuits, Online Workshop Series Neural Control: From data to machines, 2020, online, oral, invited BibTeX
10. Li, Yuzhe and Doya, Kenji, Extracting information flow across cortical layers from multi-depth two-photon imaging data, 第63回自動制御連合講演会, 2020, online, invited BibTeX
11. Hamano Y, *Shouno H, Analysis of Texture Representation in Convolution Neural Network Using Wavelet Based Joint Statistics., The 27th International Conference on Neural Information Processing (ICONIP2020), 2020, 1, Bangkok, Thai, reviewed, oral BibTeX
12. Doya, Kenji, Communication and Self-organization of Intelligent Agents, NOLTA 2020, 2020, online, invited BibTeX
13. Yohei Oseki, Building machines that process and learn natural language like people, Logic and Engineering of Natural Language Semantics (LENLS), 2020, Zoom, Online, invited BibTeX
14. Uchibe E, Latent brain dynamics estimation and deep generative imitation learning, 31st U.S.-Japan Technology Forum, 2020, online, oral, invited BibTeX
15. Doya, Kenji, Toward the society of AI agents: what should we learn from the brain and human society, International Symposium on Artificial Intelligence and Brain Science, 2020, online, invited BibTeX
16. Hidehiko Takahashi, Interface between AI and schizophrenia research, International Symposium on Artificial Intelligence and Brain Science, 2020, Tokyo, Japan, invited BibTeX
17. *Nakahara H, Neural Computations for Making Decisions with Others’ Rewards and Decisions, International Symposium on Artificial Intelligence and Brain Science, 2020, online, oral, invited BibTeX
18. Nishioka T, Hikida T, Choose a good option or avoid a bad option: D2-MSN in the NAc selectively contributes to the strategy to avoid a bad option under decision, International Symposium on Artificial Intelligence and Brain Science, 2020, poster BibTeX
19. Uchibe E, Parallel deep reinforcement learning with model-free and model-based methods, International Symposium on Artificial Intelligence and Brain Science, 2020, online, poster BibTeX
20. Idei H, Murata S, *Yamashita Y, *Ogata T, Unusual paradoxical sensory reactivities induced by functional disconnection: An embodied predictive processing model of neurodevelopmental disorder, International Symposium on Artificial Intelligence and Brain Science, 2020, Tokyo, Japan, poster BibTeX
21. Soda T, Ahmadi A, Tani J, Hoshino M, Honda M, Hanakawa T, *Yamashita Y, Early stopping effects stochastic dynamics and flexible prediction in variational recurrent neural network model, International Symposium on Artificial Intelligence and Brain Science, 2020, Tokyo, Japan, poster BibTeX
22. Yamaguchi H, Hashimoto Y, Sugihara G, Miyata J, Murai T, Takahashi H, Honda M, *Yamashita Y, Feature extraction for Schizophrenia brain image using Convolutional neural network, International Symposium on Artificial Intelligence and Brain Science, 2020, Tokyo, Japan, poster BibTeX
23. *Makoto Kawano, Wataru Kumagai, Akiyoshi Sannai, Yusuke Iwasawa, and Yutaka Matsuo, Group Equivariant Conditional Neural Processes, International Conference on Learning Representations 2021, 2020, Virtual, reviewed BibTeX
24. Li, Yuzhe and Doya, Kenji, Neuron hubs distributed differently in deep layers and superficial layers in different brain states, The 1st Asia-Pacific Computational and Cognitive Neuroscience Conference. (2020 AP-CCN), 2020, online, Poster BibTeX
25. Doya, Kenji, What can we further learn from the brain for artificial intelligence?, Neurotheory Forum, 2020, online, invited BibTeX
26. Doya, Kenji, How to let robots learn, develop, communicate and evolve, Latin American Summer School on Cognitive Robotics (LACORO), 2020, online, invited BibTeX
27. Inoue K, Pathway-selective activity manipulation in the primate brain by means of modified viral vectors, 7th ESI Systems Neuroscience Conference 2020 (ESI SyNC 2020), 2020, Online, invited BibTeX
28. *Gupta S, Tanaka K, Waggoner RA, Brain Mechanisms of intuitive problem solving in experts, Validation of RF induced temperature increase in phantom and in living human tissue: a comparison study, 2020, reviewed oral BibTeX
29. *Waggoner RA, Feiweier T, Tanaka K, Enhancement of event-related fMRI studies of the human visual system using multi-band EPI, The use of stimulated-echo EPI to obtain high b-value DTI data at short TEs on a clinical scanner, 2020, reviewed posterl BibTeX
30. Haga Y , Hata J, Kaneko T, Yamada T, Komaki Y, Seki F, Okano H, Okano JH, Yamamori T, Ichinohe N, Yamashita Y, Furukawa A, and *Komatsu M, Resting-State Functional Connectome Analysis of Awake Common Marmoset with Functional MRI and Electrocorticographic, International Society for Magnetic Resonance in Medicine, 2020, Online, poster BibTeX
31. Komatsu M, Hierarchical predictions in the marmoset cerebral cortex, the 43th Annual Meeting of the Japan Neuroscience Society, 2020, Online, symposium BibTeX
33. Doya, Kenji, What can we further learn from the brain for artificial intelligence, Neuroscience2020, 2020, online, invited BibTeX
34. Hikishima-Kasahara, Kazumi and Doya, Kenji, Changes in the basal ganglia-thalamic functional connectivity induced by longitudinal motor training in mice, Neuroscience 2020, 2020, online, oral BibTeX
36. Li, Yuzhe and Doya, Kenji, Investigation of temporal and spatial origination of neural network in sensory cortex., The 30th Annual Conference of Japanese Neural Network Society (JNNS2020), 2020, online, Poster BibTeX
37. *Miyawaki H, Mizuseki K, Dynamics of inter-regional cellular interactions during slow-wave sleep., The Annual Meeting of the Japan Neuroscience Society, 2020, On line, oral BibTeX
38. Ichigozaki S, Kawashima T, *Shouno H, Bayesian Sparse Covariance Structure Analysis for Correlated Count Data, The 26th Int’l Conf on Parallel and Distributed Processing Techniques and Applications (PDPTA20), 2020, Las Vegas, USA, reviewed, oral BibTeX
39. Kobayashi G, *Shouno H, Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields, The 26th Int’l Conf on Parallel and Distributed Processing Techniques and Applications (PDPTA20), 2020, Las Vegas, USA, reviewed, oral BibTeX
40. *Haruo Hosoya, A deep generative model explaining tuning properties of monkey face processing patches, 第43回日本神経科学大会, 2020, online, reviewed oral BibTeX
41. Doya, Kenji, Toward multi-scale brain data assimilation, CNS*2020 Workshop: Machine learning and mechanistic modeling for understanding brain in health and disease, 2020, online, invited BibTeX
44. *De Havas J, Ito S, Gomi H, Brain responses to tactile oddballs are modulated by illusory pulling direction., Federation of European Neuroscience Societies Forum (FEN2020), 2020, online, poster BibTeX
45. *Koji Ishihara, Jun Morimoto, MPC for fumanoid control, Robotics: Science and Systems (RSS2020)Workshop (2020/7/12-16), 2020, Online, reviewed BibTeX
46. Doya K, How Can the Brain Connect Predictors and Actors on the Fly?, Workshop on Learning for flexible, context-sensitive behavior, 2020, 2020/3/12-3/13, Bielfeld, GERMANY, invited BibTeX
47. *Yamashita Y, Computational psychiatry: understanding psychiatric and neurodevelopmental disorders using computational modeling, The 3rd Kyutech International Workshop on Robotics and Innovation, 2020, Online, invited, oral BibTeX
48. *Tatsuya Haga, Tomoki Fukai, Multiscale associative memory recall by modulation of inhibitory circuits, Computational and Systems Neuroscience (Cosyne) 2020, 2020, Denver, USA, poster BibTeX
49. *Tatsuya Haga, Tomoki Fukai, Multiscale associative memory recall by modulation of inhibitory circuits, Computational and Systems Neuroscience (Cosyne) 2020, 2020, Denver, USA, poster BibTeX
50. *Hikida T, The role of the parallel pathways in the nucleus accumbens for reward and aversive learning, MACS International Symposium: COMPUTATIONAL PRINCIPLES IN ACTIVE PERCEPTION AND REINFORCEMENT LEARNING IN THE BRAIN, 2020, invited BibTeX
51. Rahman F, Doya K, Mickheyev A, Identifying the Evolutionary Conditions for the Emergence of Alternative Reproductive Tactics in Simulated Robot Colonies, AROB 25th 2020, 2020, 2020/1/22-1/24, Beppu, Oita and ONLINE, oral BibTeX
52. Macpherson T, Yao S, Fukakusa A, Morita M, Kimura H, Hirai K, Ando T, Toyoshiba H, Sawa A, Hikida T, Altered medial prefrontal cortex gene expression following nucleus accumbens pathway neurotransmission blocking, The 10th Takeda Science Foundation Symposium on PharmaSciences – Mental Illness: Human Biology and Preclinical Modeling for Translation, 2020, poster BibTeX
53. Doya K, What can we further learn from the brain for artificial intelligence?, The 20th winter workshop Mechanism of Brain and Mind, 2020, 2020/1/8-1/10, Rusutsu, HOKKAIDO, invited BibTeX
37. *Gomi H, Abekawa N, Functional roles of visual motion for hand reaching movement – New lines of evidence dissociate posture related and target related responses, The 43rd Annual Meeting of the Japan Neuroscience Society, 2020 BibTeX
38. *Nakamura D, Gomi H, Spatiotemporal processing of visual motion for generating quick ocular and manual responses examined by convolutional neural network., The 43rd Annual Meeting of the Japan Neuroscience Society, 2020 BibTeX
39. *Takemura A, Abekawa N, Nakamura D, Gomi H, Deficits in short-latency manual responses after chemical lesions in monkey cortical area MST., The 30th Annual Meeting of the Japan Neural Network Society, 2020 BibTeX
40. *Takemura A, Nakamura D, Abekawa N, Gomi H, Effects of cerebral/cerebellum lesions on short-latency manual responses in monkeys., The 43rd Annual Meeting of the Japan Neuroscience Society, 2020 BibTeX
41. Masafumi Nejime, Mengxi Yun, Takashi Kawai, Hiroshi Yamada, *Masayuki Matsumoto, Value and choice representations of the ventral striatum in monkeys performing an economic decision-making task, 第43回日本神経科学大会, 2020 BibTeX
42. Yawei Wang, Osamu Toyoshima, Jun Kunimatsu, Hiroshi Yamada, *Masayuki Matsumoto, Midbrain dopamine neurons monitor temporally changing reward values by gradually changing their activity, 第43回日本神経科学大会, 2020 BibTeX
43. Aoki R., *Benucci A., Plasticity of visual cortical circuits driven by millisecond patterned optogenetic manipulations at cellular-level resolution, JNS meeting, 2020 BibTeX
44. Lyamzin D., Aoki R., Benucci A., Orientation discrimination thresholds and task heuristics in mice, JNS meeting, 2020 BibTeX
45. Iguchi, Y, Hikishima K, Kobayashi, K, The individual history of reward learning and stress responsibility: resilience induced by contingency learning between action and reward, The 43rd Annual Meeting of the Japan Neuroscience Society (2020/7/29-8/1), 2020 BibTeX
51. Macpherson T, Mizoguchi H, Yamanaka A, *Hikida T, A role for Enkephalin-expressing ventral pallidal neurons in controlling aversive Pavlovian Conditioning, 第97回日本生理学会, 2020 BibTeX
52. Toshitake Asabuki, Giorgia Dellaferrera, *Tomoki Fukai, Learning complex temporal features by neurons with dendrites, OIST-Hitachi Joint Symposium, 2020 BibTeX
53. Toshitake Asabuki, Giorgia Dellaferrera, *Tomoki Fukai, Learning complex temporal features by neurons with dendrites, OIST-Hitachi Joint Symposium, 2020 BibTeX
54. Komatsu M, Whole-cortical Electrocorticography in Common Marmoset, 第9回日本マーモセット研究会大会, 2020 BibTeX
55. Morioka H, Nonlinear spatial ICA of resting-state fMRI via space-contrastive learning, The 6th CiNet Conference, 2020 BibTeX
59. *Chiu HC, Doya K, Representation and grounding of abstract concepts: a preliminary investigation. Mechanism of Mind and Brain, The 20th winter workshop Mechanism of Brain and Mind, 2020 BibTeX
61. Soda T, Ahmadi A, Tani J, Hoshino M, Honda M, Hanakawa T, *Yamashita Y, Simulating altered inference of uncertainty in autism spectrum disorders using a variational recurrent neural network model, The winter workshop 2020 on Mechanism of brain and mind, 2020 BibTeX
6. Gupta S (Tanaka K Lab), Validation of RF induced temperature increase in phantom and in living human tissue: a comparison study, ISMRM Travel Award, 2020, 日本磁気共鳴医学会 BibTeX
7. 上坂 佳史(庄野Lab), スパースコーディングを用いた惑星表面画像のための圧縮方法の提案, IEEE Young Researcher Award, 2020 BibTeX
8. 遠藤 瑛泰(庄野Lab), 特徴選択手法を用いたびまん性肺疾患陰影の分析, IEEE Young Researcher Award, 2020 BibTeX
9. Rahman, Farzana, Identifying the evolutionary conditions for the emergence of alternative reproductive tactics in simulated robot colonies, 2020, Dissertation BibTeX
14. Doya, Kenji, Neural implementation of reinforcement learning, Virtual Seminar at DeepMind Paris, 2020, online, Seminar BibTeX
15. Kozuno, Tadashi, Efficient and Noise-Tolerant Reinforcement Learning Algorithms via Theoretical Analysis of Gap-Increasing and Softmax Operators, 2020, Dissertation BibTeX
16. Takashi Ikegami, 傀儡神楽, TOKYO ALIFE 2020 ver.0, 2020, Tokyo, Japan, Performance BibTeX
18. Komatsu M, Predictive coding on auditory processing: spatio-temporal structure of signal flow in the primate neocortex, MACS International Symposium: COMPUTATIONAL PRINCIPLES IN ACTIVE PERCEPTION AND REINFORCEMENT LEARNING IN THE BRAIN, 2020, 京都, invited BibTeX
19. Parmas, Paavo, Total stochastic gradient algorithms and applications to model-based reinforcement learning, 2020, Dissertation BibTeX