Redundancy in synaptic connections enables neurons to learn optimally N Hiratani, T Fukai Proceedings of the National Academy of Sciences 115 (29), E6871-E6879, 2018 | 52 | 2018 |
Associative memory model with long-tail-distributed Hebbian synaptic connections N Hiratani, JN Teramae, T Fukai Frontiers in computational neuroscience 6, 102, 2013 | 37 | 2013 |
Detailed dendritic excitatory/inhibitory balance through heterosynaptic spike-timing-dependent plasticity N Hiratani, T Fukai Journal of Neuroscience 37 (50), 12106-12122, 2017 | 32 | 2017 |
Rapid Bayesian learning in the mammalian olfactory system N Hiratani, PE Latham Nature Communications 11 (1), 1-15, 2020 | 28 | 2020 |
Interplay between short-and long-term plasticity in cell-assembly formation N Hiratani, T Fukai PloS one 9 (7), e101535, 2014 | 25 | 2014 |
Hebbian Wiring Plasticity Generates Efficient Network Structures for Robust Inference with Synaptic Weight Plasticity. N Hiratani, T Fukai Frontiers in Neural Circuits, 2016 | 20 | 2016 |
Interactive reservoir computing for chunking information streams T Asabuki, N Hiratani, T Fukai PLoS computational biology 14 (10), e1006400, 2018 | 15 | 2018 |
On the Stability and Scalability of Node Perturbation Learning N Hiratani, Y Mehta, T Lillicrap, PE Latham Advances in Neural Information Processing Systems 35, 31929-31941, 2022 | 12 | 2022 |
Mixed signal learning by spike correlation propagation in feedback inhibitory circuits N Hiratani, T Fukai PLoS computational biology 11 (4), e1004227, 2015 | 11 | 2015 |
Developmental and evolutionary constraints on olfactory circuit selection N Hiratani, PE Latham Proceedings of the National Academy of Sciences 119 (11), e2100600119, 2022 | 9 | 2022 |
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures N Hiratani, H Sompolinsky Neural Computation 35 (2), 105-155, 2023 | 8 | 2023 |
Evolution of neural activity in circuits bridging sensory and abstract knowledge F Mastrogiuseppe, N Hiratani, P Latham Elife 12, e79908, 2023 | 6 | 2023 |
Sequential activity of CA1 hippocampal cells constitutes a temporal memory map for associative learning in mice M Ma, FS de Souza, GL Futia, SR Anderson, J Riguero, D Tollin, ... Current Biology, 2024 | 3 | 2024 |
The olfactory bulb facilitates use of category bounds for classification of odorants in different intensity groups J Losacco, NM George, N Hiratani, D Restrepo Frontiers in Cellular Neuroscience 14, 430, 2020 | 1 | 2020 |
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning N Hiratani arXiv preprint arXiv:2405.20236, 2024 | | 2024 |
Selection of Synaptic Connections by Wiring Plasticity for Robust Learning by Synaptic Weight Plasticity N Hiratani, T Fukai The Rewiring Brain, 275-292, 2017 | | 2017 |