Naoki Hiratani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 5

Top Topics

Concept Learning

Symbolic Reasoning

Neural Architectures

Top Venues

PLoS Comput. Biol.

Publications

Naoki Hiratani
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning. CoRR (2024)
Naoki Hiratani, Haim Sompolinsky
Optimal Quadratic Binding for Relational Reasoning in Vector Symbolic Neural Architectures. Neural Comput. 35 (2) (2023)
Naoki Hiratani, Yash Mehta, Timothy P. Lillicrap, Peter E. Latham
On the Stability and Scalability of Node Perturbation Learning. NeurIPS (2022)
Naoki Hiratani, Haim Sompolinsky
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures. CoRR (2022)
Toshitake Asabuki, Naoki Hiratani, Tomoki Fukai
Interactive reservoir computing for chunking information streams. PLoS Comput. Biol. 14 (10) (2018)
Naoki Hiratani, Tomoki Fukai
Mixed Signal Learning by Spike Correlation Propagation in Feedback Inhibitory Circuits. PLoS Comput. Biol. 11 (4) (2015)
Naoki Hiratani, Jun-nosuke Teramae, Tomoki Fukai
Associative memory model with long-tail-distributed Hebbian synaptic connections. Frontiers Comput. Neurosci. 6 (2012)