2 papers
q-bio.NC2022
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…
q-bio.NC2021
Locally Learned Synaptic Dropout for Complete Bayesian Inference
Kevin L. McKee, Ian C. Crandell, Rishidev Chaudhuri +1
The Bayesian brain hypothesis postulates that the brain accurately operates on statistical distributions according to Bayes' theorem. The random failure of presynaptic vesicles to…