27 citations · 54 across the 4 of their papers we have counts for
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q-bio.NC2018
Sparse distributed representation, hierarchy, critical periods, metaplasticity: the keys to lifelong fixed-time learning and best-match retrieval
Gerard Rinkus
Among the more important hallmarks of human intelligence, which any artificial general intelligence (AGI) should have, are the following. 1. It must be capable of on-line learning,…
q-bio.NC2017★ 27 cited
A cortical sparse distributed coding model linking mini- and macrocolumn-scale functionality
Gerard J. Rinkus
No generic function for the minicolumn, i.e., one that would apply equally well to all cortical areas and species, has yet been proposed. I propose that the minicolumn does have a…
q-bio.NC2016★ 22 cited
Sparsey: Event Recognition via Deep Hierarchical Spare Distributed Codes
Gerard J. Rinkus
Visual cortex's hierarchical, multi-level organization is captured in many biologically inspired computational vision models, the general idea being that progressively larger scale…