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Naoki Hiratani
Publication Activity (10 Years)
Years Active: 2012-2023
Publications (10 Years): 5
Top Topics
Symbolic Reasoning
Learning Process
Structural Information
Neural Architectures
Top Venues
PLoS Comput. Biol.
CoRR
Neural Comput.
NeurIPS
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Publications
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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)