38 citations · 81 across the 4 of their papers we have counts for
4 papers
Adaptive Synaptic Failure Enables Sampling from Posterior Predictive Distributions in the Brain
Kevin McKee, Ian Crandell, Rishidev Chaudhuri +1
Bayesian interpretations of neural processing require that biological mechanisms represent and operate upon probability distributions in accordance with Bayes' theorem. Many have s…
The cerebellum could solve the motor error problem through error increase prediction
Sergio Verduzco-Flores, Randall C. O'Reilly
We present a cerebellar architecture with two main characteristics. The first one is that complex spikes respond to increases in sensory errors. The second one is that cerebellar m…
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…
Goal-Driven Cognition in the Brain: A Computational Framework
Randall C. O'Reilly, Thomas E. Hazy, Jessica Mollick +2
Current theoretical and computational models of dopamine-based reinforcement learning are largely rooted in the classical behaviorist tradition, and envision the organism as a pure…