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q-bio.NC2020
Learning as filtering: implications for spike-based plasticity
Jannes Jegminat, Jean-Pascal Pfister
Most normative models in computational neuroscience describe the task of learning as the optimisation of a cost function with respect to a set of parameters. However, learning as o…
q-bio.NC2019
Bayesian regression explains how human participants handle parameter uncertainty
Jannes Jegminat, Maya Jastrzebowska, Matt Pachai +2
The human brain copes with sensory uncertainty in accordance with Bayes' rule. However, it is unknown how the brain makes predictions in the presence of parameter uncertainty. Here…