38 citations · 69 across the 4 of their papers we have counts for
4 papers · 1 filter
Statistical Learning in Speech: A Biologically Based Predictive Learning Model
John Rohrlich, Randall C. O'Reilly
Infants, adults, non-human primates and non-primates all learn patterns implicitly, and they do so across modalities. The biological evidence supports the hypothesis that the mecha…
Deep Predictive Learning in Neocortex and Pulvinar
Randall C. O'Reilly, Jacob L. Russin, Maryam Zolfaghar +1
How do humans learn from raw sensory experience? Throughout life, but most obviously in infancy, we learn without explicit instruction. We propose a detailed biological mechanism f…
Deep Predictive Learning: A Comprehensive Model of Three Visual Streams
Randall C. O'Reilly, Dean R. Wyatte, John Rohrlich
How does the neocortex learn and develop the foundations of all our high-level cognitive abilities? We present a comprehensive framework spanning biological, computational, and cog…
Learning Through Time in the Thalamocortical Loops
Randall C. O'Reilly, Dean Wyatte, John Rohrlich
We present a comprehensive, novel framework for understanding how the neocortex, including the thalamocortical loops through the deep layers, can support a temporal context represe…