University of Cambridge > Talks.cam > Computational and Biological Learning Seminar Series > A talk of two distinct parts: 1) a parametric empirical Bayesian approach to integration of fMRI, EEG and MEG data, 2) prediction error in episodic memory encoding

  Browse A-Z

Log in

Cambridge users (raven)details Other usersdetails No account?details

Information on

Subscribing to talksdetails Finding a talkdetails Adding a talkdetails Disseminating talksdetails Help and Documentationdetails

A talk of two distinct parts: 1) a parametric empirical Bayesian approach to integration of fMRI, EEG and MEG data, 2) prediction error in episodic memory encoding

Add to your list(s) Download to your calendar using vCal

If you have a question about this talk, please contact Dr Máté Lengyel.

In an attempt to find at least one patch of common ground, I will start by talking about a recent methodological approach to multimodal integration of human neuroimaging data (specifically EEG , MEG and fMRI) that uses a parametric empirical Bayesian framework (recently reviewed in Henson et al, 2011, Frontiers in Human Neuroscience). Using a linear, hierarchical model of the M/EEG inverse problem under Gaussian assumptions: 1) MEG and EEG are fused symmetrically, with separate noise regularisations (hyperparameters) estimated from the data, and 2) M/EEG and fMRI are integrated asymmterically, with separate fMRI clusters forming separate spatial priors. Then in the fifth sixth of the talk, I will switch topics completely to talk about recent behavioural experiments that test the role of prediction error in one-shot associative encoding, as a model of human episodic memory, based on our PIMMS (Predictive Interactive Multiple Memory Signals) framework for understanding the neuroscience of memory and perception (Henson & Gagnepain, Hippocampus, 2010). I will then ask for your help in understanding why we cannot fit these data with various simple Hebbian learning rules.

This talk is part of the Computational and Biological Learning Seminar Series series.

Tell a friend about this talk:

This talk is included in these lists:

Note that ex-directory lists are not shown.

Other lists

CIDC Seminar Programme Stem Cell Institute Research Associates Meditation Laboratory Considering Performance: A Symposium of American Culture and Literature Cambridge ESRC DTP Annual Lecture The Archimedeans (CU Mathematical Society)

Other talks

Lunchtime Talk: Helen's Bedroom Cancer and Metbolism 2018 Atmospheric Retrieval Political Thought, Time and History: An International Conference St Catharine’s Political Economy Seminar - ‘Technological Unemployment: Myth or Reality’ by Robert Skidelsky Bayesian deep learning Immigration and Freedom Coatable photovoltaics (Title t o be confirmed) Existence of Lefschetz fibrations on Stein/Weinstein domains Are hospital admissions for people with palliative care needs avoidable and unwanted? Climate change, archaeology and tradition in an Alaskan Yup'ik Village
 

© 2006-2024 Talks.cam, University of Cambridge. Contact Us | Help and Documentation | Privacy and Publicity