Bayesian inference

Differential neural activity across Hierarchical Bayesian inference under uncertainty in Older and Younger adults

Hierarchical relations drive state changes in environments. The brain may encode these through Bayesian inference. Neural correlates of Hierarchical Bayesian Inference (HBI) are not well studied. We studied HBI across ages in a probabilistic task …

Understanding Music and Aging through the lens of Bayesian Inference

Bayesian inference has recently gained momentum in explaining music perception and aging. A fundamental mechanism underlying Bayesian inference is the notion of prediction. This framework could explain how predictions pertaining to musical (melodic, …

Behavioural and brain activation differences in Hierarchical Bayesian Inference across Age

Hierarchical causal relations underlie state changes in dynamic environments. These relations could beencoded in the brain hierarchically and optimal inference occurs via Bayesian estimation of the context ofincoming sensory evidence. The neural …