Jérémie Mattout

Cognitive Neuroscience · 2007–2011

A researcher in the Science corpus: 4 papers; trusts 13 researchers and is trusted by 12 researchers here, as inferred from the citation graph.

Subfields

• Cognitive Neuroscience — 47 citations into it; #5,179 of 10,852 by trust here, #4,819 by citations
• Artificial Intelligence — 12 citations into it; #10,774 of 35,345 by trust here, #11,624 by citations
• Probabilistic & Bayesian Methods — 10 citations into it; #712 of 1,525 by trust here, #549 by citations
• Social Psychology — 10 citations into it; #7,309 of 15,694 by trust here, #8,056 by citations
• Statistics and Probability — 10 citations into it; #3,943 of 12,932 by trust here, #2,365 by citations
• Signal Processing — 7 citations into it
• Radiology, Nuclear Medicine and Imaging — 6 citations into it
• Neuroscience — 5 citations into it

Whom Jérémie Mattout trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Karl J. Friston
2. David Mumford
3. W. D. Penny
4. Stefan J. Kiebel
5. Radford M. Neal
6. Jean Daunizeau
7. Klaas E. Stephan
8. James O. Berger
9. Geoffrey E. Hinton
10. Matthew J. Beal

Who trusts Jérémie Mattout overall

1. Karl J. Friston
2. Jean Daunizeau
3. Klaas E. Stephan
4. W. D. Penny
5. Stefan J. Kiebel
6. Kumar Shridhar
7. Martin A. Giese
8. David Paul Wipf
9. Adeel Razi
10. Wanja Wiese

Papers from Jérémie Mattout's perspective

Ordered by how strongly the researchers Jérémie Mattout trusts endorse each paper. Same corpus, a different order for every researcher.

1. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
2. Variational algorithms for approximate Bayesian inference
3. Dynamic causal modelling
4. A theory of cortical responses
5. Variational free energy and the Laplace approximation
6. Information Theory: 1948-1998 - Guest Editorial
7. Bayesian Estimation of Dynamical Systems: An Application to fMRI (NeuroImage)
8. Interpreting magnetic fields of the brain: minimum norm estimates (Medical and Biological Engineering and Computing)
9. Population dynamics: Variance and the sigmoid activation function
10. Voxel-based morphometry--the methods.

Their papers

• Variational free energy and the Laplace approximation (2007) — 947 citations
• Action understanding and active inference (2011) — 631 citations
• EEG and MEG Data Analysis in SPM8 (2011) — 600 citations
• Multiple sparse priors for the M/EEG inverse problem (2008) — 627 citations