Associative memory model with long-tail-distributed Hebbian synaptic connections. - Naoki Hiratani; Jun-nosuke Teramae; Tomoki Fukai (Frontiers Comput. Neurosci., 2012)

Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits. - Naoki Hiratani; Tomoki Fukai (PLoS Comput. Biol., 2015)

Interactive reservoir computing for chunking information streams. - Toshitake Asabuki; Naoki Hiratani; Tomoki Fukai (PLoS Comput. Biol., 2018)

On the Stability and Scalability of Node Perturbation Learning. - Naoki Hiratani; Yash Mehta; Timothy P. Lillicrap; Peter E. Latham (NeurIPS, 2022)

Optimal Quadratic Binding for Relational Reasoning in Vector Symbolic Neural Architectures. - Naoki Hiratani; Haim Sompolinsky (Neural Comput., 2023)

Disentangling and mitigating the impact of task similarity for continual learning. - Naoki Hiratani (NeurIPS, 2024)

Optimal Task Order for Continual Learning of Multiple Tasks. - Ziyan Li; Naoki Hiratani (CoRR, 2025)