24 citations · 25 across the 4 of their papers we have counts for
4 papers
Thermodynamics of Learning: A Typed Four-Component Accounting of Memory, Fit, and Value
Akihito Sudo
What a finite learning device has recorded and what will hold value for it on future tasks are not the same quantity. We develop a typed accounting for finite-state learning device…
LassoLayer: Nonlinear Feature Selection by Switching One-to-one Links
Akihito Sudo, Teng Teck Hou, Masaki Yamaguchi +1
Along with the desire to address more complex problems, feature selection methods have gained in importance. Feature selection methods can be classified into wrapper method, filter…
Mechanism-resolved second law for multipartite systems: An entropy-production ledger for correlation loss
Akihito Sudo
Internal correlation among the subsystems of a many-body system with additive bare energies stores free energy at per nat. Three one-step processes on three bits can share…
Chaos may enhance expressivity in cerebellar granular layer
Keita Tokuda, Naoya Fujiwara, Akihito Sudo +1
Recent evidence suggests that Golgi cells in the cerebellar granular layer are densely connected to each other with massive gap junctions. Here, we propose that the massive gap jun…