Publications

2019

Tatsuya Haga and Tomoki Fukai (2019) Extended temporal association memory by inhibitory Hebbian learning, Phys Rev Lett, 123, 078101, doi:10.1103/PhysRevLett.123.078101 [PDF]

Keita Watanabe, Tatsuya Haga, Masami Tatsuno, David R Euston and Tomoki Fukai (2019) Unsupervised detection of cell-assembly sequences by similarity-based clustering. Front Neuroinform, 13(39): 1-19, doi: 10.3389/fninf.2019.00039 [PDF]

Chi Chung Alan Fung and Tomoki Fukai (2019) Discrete-attractor-like tracking in continuous attractor neural networks. Phys Rev Lett, 122,018102, doi:10.1103/PhysRevLett.122.018102 [PDF]

Anthony Joseph Decostanzo, Chi Chung Alan Fung and Tomoki Fukai (2019) Hippocampal neurogenesis reduces the dimensionality of sparsely coded representations to enhance memory encoding. Front Comput Neurosci, 12(99):1-21, doi:10.3389/fncom.2018.00099 [Open Access]

2018

Tomoki Kurikawa, Tatsuya Haga, Takashi Handa, Rie Harukuni and Tomoki Fukai(2018) Neuronal stability in medial frontal cortex sets individual variability in decision-making. Nat Neurosci, 21:1764-1773, Published online 12 November, doi:10.1038/s41593-018-0263-5 [Article] [News & Views]

Toshitake Asabuki, Naoki Hiratani and Tomoki Fukai (2018) Interactive reservoir computing for chunking information streams. PLoS Comput Biol, 14(10):e1006400, doi:10.1371/journal.pcbi.1006400 [Open Access]

Tatsuya Haga and Tomoki Fukai (2018) Dendritic processing of spontaneous neuronal sequences for single-trial learning. Sci Rep, 8:15166, doi:10.1038/s41598-018-33513-9 [Open Access]

Naoki Hiratani and Tomoki Fukai (2018) Redundancy in synaptic connections enables neurons to learn optimally. PNAS, 115(29): E6871-E6879, doi:10.1073/pnas.1803274115 [Link][Link]

Chi Chung Alan Fung and Tomoki Fukai (2018) Transient and persistent up states during slow-wave oscillation and their implications for cell-assembly dynamics. Sci Rep, 8(1):10680, doi:10.1038/s41598-018-28973-y [Open Access]

Tatsuya Haga and Tomoki Fukai (2018) Recurrent network model for learning goal-directed sequences through reverse replay. Elife, 7:e34171, doi:10.7554/eLife.34171 [eLife]

Gonzalo Martín-Vázquez, Toshitake Asabuki, Yoshikazu Isomura and Tomoki Fukai (2018) Learning task-related activities from independent local-field-potential components across motor cortex layers, Front Neurosci, 12:429. doi:10.3389/fnins.2018.00429 [Open Access]