Karl Friston FMedSci FRSB FRS
Wellcome Principal Research Fellow and
Scientific Director
Wellcome Trust Centre for Neuroimaging
Professor: Institute of Neurology, University College London
Honorary Consultant: The National Hospital for Neurology and Neurosurgery, UK
Bio-sketch
Karl Friston is a theoretical neuroscientist and authority on brain
imaging. He invented statistical parametric mapping (SPM), voxel-based
morphometry (VBM) and dynamic causal modelling (DCM). These contributions were
motivated by schizophrenia research and theoretical studies of value-learning,
formulated as the dysconnection hypothesis of schizophrenia. Mathematical contributions include variational
Laplacian procedures and generalized filtering for hierarchical Bayesian model
inversion. Friston currently works on models of functional integration in the
human brain and the principles that underlie neuronal interactions. His
main contribution to theoretical neurobiology is a free-energy principle for
action and perception (active inference). Friston received the first Young
Investigators Award in Human Brain Mapping (1996) and was elected a Fellow of
the Academy of Medical Sciences (1999). In 2000 he was President of the
international Organization of Human Brain Mapping. In 2003 he was awarded the
Minerva Golden Brain Award and was elected a Fellow of the Royal Society in
2006. In 2008 he received a Medal, College de France and an Honorary Doctorate
from the University of York in 2011. He became of Fellow of the Royal Society
of Biology in 2012, received the Weldon Memorial prize and Medal in 2013 for
contributions to mathematical biology and was elected as a member of EMBO
(excellence in the life sciences) in 2014 and
the Academia Europaea in (2015). He was the 2016 recipient of the Charles Branch Award for unparalleled
breakthroughs in Brain Research and the Glass Brain Award - a lifetime
achievement award in the field of human brain mapping. He holds Honorary
Doctorates from the University of Zurich and Radboud University.
Selected
Publications:
- Free-energy
principle and active inference
- Theoretical
neurobiology
- Predictive coding and information theory
- Computational neuroscience
- Computational psychiatry
- Dynamic Causal Modelling
- Empirical Bayes and hierarchical model inversion
- Bayesian and Variational model inversion
- Optimality, value-learning and plasticity
- Disconnection hypothesis and schizophrenia
- Degeneracy
- Neuroimaging (reviews and commentaries)
- Voxel-based morphometry and computational anatomy
- Hemodynamic models
- Multivariate models
- Topological inference
- Source reconstruction (EEG and MEG)
Free-energy principle and
active inference
Key papers
Friston K, FitzGerald T, Rigoli F, Schwartenbeck P, Pezzulo G.
Active
Inference: A Process Theory.
Neural Comput. 2016 Nov 21:1-49.
Friston K, FitzGerald T, Rigoli F, Schwartenbeck P, O'Doherty J, Pezzulo
G.
Active inference and
learning.
Neurosci Biobehav Rev. 2016 Sep;68:862-79.
Mirza MB, Adams RA, Mathys CD, Friston KJ.
Scene
Construction, Visual Foraging, and Active Inference.
Front Comput Neurosci.
2016 Jun 14;10:56.
FitzGerald TH, Dolan RJ, Friston KJ.
Model
averaging, optimal inference, and habit formation.
Front Hum Neurosci. 2014 Jun 26;8:457.
Friston K, Herreros I.
Active
Inference and Learning in the Cerebellum.
Neural Comput. 2016 Sep;28(9):1812-39.
Friston K, Levin M, Sengupta B, Pezzulo G.
Knowing one's place: a free-energy
approach to pattern regulation.
J R Soc Interface. 2015 Apr
6;12(105). pii: 20141383.
Friston K, Rigoli F, Ognibene D, Mathys C, Fitzgerald T, Pezzulo G.
Active
inference and epistemic value.
Cogn Neurosci. 2015;6(4):187-214.
Friston KJ, Frith CD.
Active
inference, communication and hermeneutics.
Cortex. 2015 Jul;68:129-43.
Friston K, Frith C.
Conscious Cogn. 2015 Nov;36:390-405.
Friston K, Schwartenbeck P, FitzGerald T, Moutoussis M, Behrens T, Dolan
RJ.
The
anatomy of choice: dopamine and decision-making.
Philos Trans
R Soc Lond B Biol Sci. 2014 Nov 5;369(1655). pii: 20130481
Friston K, Schwartenbeck P, Fitzgerald T, Moutoussis M, Behrens T, Dolan
RJ.
The
anatomy of choice: active inference and agency.
Front Hum Neurosci.
2013 Sep 25;7:598.
Friston K.
J R Soc Interface. 2013 Jul 3;10(86):20130475.
Adams RA, Stephan KE, Brown HR, Frith CD, Friston KJ.
The
computational anatomy of psychosis
Front Psychiatry. 2013 May 30;4:47
Brown H, Adams RA, Parees I, Edwards M, Friston K.
Active
inference, sensory attenuation and illusions
Cogn
Process. 2013 Jun 7. [Epub ahead of print]
Bastos AM, Usrey WM, Adams RA, Mangun GR, Fries P, Friston KJ.
Canonical
microcircuits for predictive coding
Neuron. 2012 Nov 21;76(4):695-711
Friston K.
A
Free Energy Principle for Biological Systems
Entropy 2012, 14, 2100-2121; doi:10.3390/e14112100
Adams RA, Shipp S, Friston KJ.
Predictions
not commands: active inference in the motor system
Brain Struct Funct.
2013 May;218(3):611-43
Friston K, Samothrakis S, Montague R.
Active
inference and agency: optimal control without cost functions
Biol Cybern. 2012 106(8-9):523-41
Hobson JA, Friston KJ.
Waking
and dreaming consciousness: Neurobiological and functional considerations
Prog Neurobiol. 2012 May 15;98(1):82-98
Friston K, Adams RA, Perrinet L and Breakspear M
Perceptions
as hypotheses: saccades as experiments
Front. Psychology (2012) 3:151. doi:
10.3389/fpsyg.2012.00151
Brown H, Friston KJ.
Free-energy
and illusions: the Cornsweet effect
Front. Psychology 2012, 3:43.
doi:10.3389/fpsyg.2012.00043
Friston KJ, Shiner T, FitzGerald T, Galea JM,
Adams R, et al.
Dopamine,
Affordance and Active Inference
PLoS Comput Biol
2012, 8(1): e1002327
Friston, K. Ao, P.
Free-energy,
value and attractors
Computational and mathematical methods in medicine, Volume 2012, Article
ID 937860
Friston K.
Springer Series in Computational Neuroscience, 1, Volume 10,
Computational Neuroscience of Drug Addiction, 2011;Part
3, Pages 237-283
Friston K, Mattout J, Kilner J.
Action
understanding and active inference
Biol Cybern. 2011 104:137-160
Feldman H, Friston KJ.
Attention,
uncertainty, and free-energy
Front Hum Neurosci. 2010 Dec 2;4:215
Friston KJ, Daunizeau J, Kilner J, Kiebel SJ.
Action
and behavior: a free-energy formulation
Biol Cybern. 2010 102(3):227-60
Friston
KJ, Daunizeau J, Kiebel SJ.
Reinforcement
learning or active inference?
PLoS
One. 2009 Jul 29;4(7):e6421
Friston K.
Hierarchical Models in the
Brain
PLoS Comput Biol (2008) 4(11): e1000211
Friston
K, Stephan KE.
Synthese.
2007. 159:417-458
Friston
K, Kilner J, Harrison L.
A free energy
principle for the brain
J Physiol Paris. 2006 Jul-Sep;100(1-3):70-87
Friston K.A theory of cortical responses
Philos Trans R Soc Lond B Biol Sci. 2005 Apr 29;360(1456):815-36
Reviews and perspectives
Friston
K, Buzsaki G.
The Functional Anatomy of
Time: What and When in the Brain.
Trends
Cogn Sci. 2016 Jul;20(7):500-11.
Hobson
JA, Friston K,
Consciousness, Dreams, and
Inference: The Cartesian Theatre Revisited.
Journal
of Consciousness Studies, 2014 21(1-2): 6-32
Hobson
JA, Hong CC, Friston KJ.
Virtual
reality and consciousness inference in dreaming.
Front Psychol.
2014 Oct 9;5:1133.
Quattrocki
E, Friston K.
Autism, oxytocin and
interoception.
Neurosci Biobehav Rev. 2014 Nov;47:410-30.
Seth
AK.
Interoceptive
inference, emotion, and the embodied self.
Trends
Cogn Sci. 2013 Nov;17(11):565-73.
Shipp
S, Adams RA, Friston KJ.
Reflections
on agranular architecture: predictive coding in the motor cortex.
Trends
Neurosci. 2013 Oct 21. doi:pii: S0166-2236(13)00160-4.
Gu X, Hof PR, Friston KJ, Fan J.
Anterior
insular cortex and emotional awareness.
J Comp Neurol.
2013 Jun 8. doi:
10.1002/cne.23368
Sengupta
B, Stemmler MB, Friston KJ.
Information
and efficiency in the nervous system-a synthesis.
PLoS Comput Biol. 2013 Jul;9(7):e1003157.
Friston
K,
Brain
2013: 136; 1328-1332
Friston
K,
In M. Leuzinger-Bohleber, S. Arnold & M. Solms (Eds.), The
unconscious: a bridge between psychoanalysis and cognitive neuroscience (pp.
113-137). London: Routledge.
Clark
A.
Whatever next? Predictive brains, situated agents,
and the future of cognitive science
Behav Brain Sci. 2013 Jun;36(3):181-204
Friston
K, Adams R and Montague R.
What is
value-accumulated reward or evidence?
Front.
Neurorobot. (2012) 6:11. doi: 10.3389/fnbot.2012.00011
Edwards
MJ, Adams RA, Brown H, Parees I, Friston KJ.
A Bayesian account of
'hysteria'
Brain.
2012 135(Pt 11):3495-512
Friston
K.
What is optimal about
motor control?
Neuron.
2011 Nov 3;72(3):488-98
Friston
K.
The
free-energy principle: a unified brain theory?
Nat
Rev Neurosci. 2010 Feb;11(2):127-38
Friston
K.
The
free-energy principle: a rough guide to the brain?
Trends
Cogn Sci. 2009 13(7):293-301
Friston
K.
Embodied Inference: or "I think therefore
I am, if I am what I think"
In:
The Implications of Embodiment (Cognition and Communication) Eds. Wolfgang
Tschacher and Claudia Bergomi
Imprint
Academic ISBN 9781845402402
Technical papers
Sengupta
B, Tozzi A, Cooray GK, Douglas PK, Friston KJ.
Towards a Neuronal Gauge
Theory.
PLoS
Biol. 2016 Mar 8;14(3):e1002400.
Friston
K, Breakspear M and Deco G
Perception and
self-organized instability
Front. Comput. Neurosci.
(2012) 6:44. doi: 10.3389/fncom.2012.00044
Friston
K, Stephan K, Li B, and Daunizeau J.
Mathematical
Problems in Engineering. vol. 2010, Article ID 621670, 34 pages, 2010
Friston
KJ.
Neuroimage.
2008 Jul 1;41(3):747-66
Friston
KJ, Trujillo-Barreto N, Daunizeau J.
DEM: A
variational treatment of dynamic systems
Neuroimage.
2008 Jul 1;41(3):849-85
Friston
K, Mattout J, Trujillo-Barreto N, Ashburner J, Penny W.
Variational
free energy and the Laplace approximation
NeuroImage.
2007 Jan 1;34(1):220-34
Features, commentaries and popular science
Hobson, JA, Friston, KJ
A Response to Our
Theatre Critics
JOURNAL OF CONSCIOUSNESS STUDIES.
2016� 23 (3-4)
pp. 245-254.
Friston KJ, Lawson R, Frith CD.
On hyperpriors and hypopriors:
comment on Pellicano and Burr
Trends Cogn
Sci. 2013 Jan;17(1):1.
Friston
K.
Competitive dynamics in
the brain: Comment on "Information flow dynamics in the brain" by
M.I. Rabinovich et al.
Phys
Life Rev. 2012 Mar;9(1):76-7.
Friston K,
Predictive coding,
precision and synchrony
Cognitive Neuroscience. 2012.
Volume 3, Issue 3-4:238-239.
Friston K, Thornton C, Clark A.
Free-energy minimization and the
dark-room problem.
Front Psychol. 2012;3:130.- pdf
Friston
K.
Prediction, perception and
agency.
Int J Psychophysiol.
2012. 83:248-252 - pdf
Friston
K.
The
history of the future of the Bayesian brain.
Neuroimage.
2011 Oct 17- pdf
Is
this a unified theory of the brain? From New Scientist. 28 May 2008 pp 30-33- pdf
By
Gregory T. Huang
The
Prophetic Brain: Universe in 2009 SEED Magazine- pdf
By
Karl Friston / January 27, 2009
Surprise
yourself. The Social Brain RSA. July 15, 2009 - pdf
By
Matt Grist
Thornton C.
Some puzzles relating to the free-energy principle:
comment on Friston.
Trends Cogn Sci. 2010 Feb;14(2):53-4; author reply 54-5.- pdf
Friston K.
Is the free-energy principle neurocentric?
Nat Rev Neurosci. 2010
11:605 - pdf
McCrone, J.
Wild minds, New scientist, 2112, 3 Dec, 1997. p
26-30
�Free Energy Principle
Neuroscientist Karl Friston on the Markov blanket, Bayesian
model evidence, and different global brain theories
TV Interview (Spanish and English)
Redes - La f�rmula
del cerebro (V.O.)
released: 20 November 2011
Lecture (for schoolchildren)
�
Brain Awareness Week at the European Parliament
published: March. 19, 2010, recorded: March 2008
Free-energy and the brain- (PowerPoint)
Lectures
(for grownups)
Free
energy and active inference
Karl Friston, Wellcome Trust
Centre for Neuroimaging, University College London
published: Oct. 16, 2012, recorded:
September 2012
Embodied
inference and free energy
Karl Friston, Wellcome Trust
Centre for Neuroimaging, University College London
published: Nov 2013, recorded: March 2013
Theoretical neurobiology
Sengupta
B, Stemmler MB, Friston KJ.
Information
and efficiency in the nervous system--a synthesis.
PLoS Comput Biol. 2013 Jul;9(7):e1003157.
Kiebel
SJ, Friston KJ.
Free energy and
dendritic self-organization.
Front Syst Neurosci. 2011;5:80.
Brown
H, Friston K, Bestamnn S.
Active
inference, attention and motor preparation.
Front
Pyshcology2:218. doi:
10.3389/fpsyg.2011.00218- pdf
Kiebel
SJ, von Kriegstein K, Daunizeau J, Friston KJ.
Recognizing
sequences of sequences.
PLoS Comput Biol. 2009 Aug;5(8):e1000464.
- pdf
Friston
K.
Learning
and inference in the brain.
Neural
Netw. 2003 Nov;16(9):1325-52.-
pdf
Friston K.Functional integration and inference in the brain.Prog Neurobiol. 2002 Oct;68(2):113-43.- pdf
Friston KJ.Brain function nonlinear coupling and neuronal transients. Neuroscientist. 2001 Oct;7(5):406-18.- pdf Friston KJ, Price CJ. Dynamic representations and generative models of brain function.Brain Res Bull. 2001 Feb;54(3):275-85. - pdf Friston KJ.The labile brain. I. Neuronal transients and nonlinear coupling. Philos Trans R Soc Lond B Biol Sci. 2000 Feb 29;355(1394):215-36.- pdf
Friston KJ.The labile brain. II. Transients, complexity and selection. Philos Trans R Soc Lond B Biol Sci. 2000 Feb 29;355(1394):237-52.- pdf
Friston KJ.The labile brain. III. Transients and spatio-temporal receptive fields. Philos Trans R Soc Lond B Biol Sci. 2000 Feb 29;355(1394):253-65.- pdf
Friston KJ.Another neural code? NeuroImage. 1997 Apr;5(3):213-20.- pdf Friston KJ.Transients, metastability, and neuronal dynamics. NeuroImage. 1997 Feb;5(2):164-71.- pdf Friston KJ.Neuronal transients. Proc Biol Sci. 1995 Sep 22;261(1362):401-5.- pdf
Friston, K. J., Tononi, G., Sporns, O. and Edelman, G. M. Characterising the complexity of neuronal interactions. Hum. Brain Mapp., 1995 3: 302-314.- pdf Predictive
coding and information theory
Auksztulewicz
R, Friston K.
Attentional
Enhancement of Auditory Mismatch Responses: a DCM/MEG Study.
Cereb Cortex. 2015 Nov;25(11):4273-83.
Auksztulewicz
R, Friston K.
Repetition
suppression and its contextual determinants in predictive coding.
Cortex.
2016 Jul;80:125-40.
Kanai
R, Komura Y, Shipp S, Friston K.
Cerebral
hierarchies: predictive processing, precision and the pulvinar.
Philos Trans R Soc Lond B Biol Sci. 2015 May 19;370(1668).
Bastos
AM, Litvak V, Moran R, Bosman CA, Fries P, Friston KJ.
A
DCM study of spectral asymmetries in feedforward and feedback connections
between visual areas V1 and V4 in the monkey.
Neuroimage.
2015 Mar;108:460-75.
Brown
HR, Friston KJ.
The
functional anatomy of attention: a DCM study.
Front Hum Neurosci. 2013 Dec 2;7:784.
Perrinet LU, Adams RA, Friston KJ.
Active
inference, eye movements and oculomotor delays.
Biol Cybern. 2014 Dec;108(6):777-801.
Brown
HR, Friston KJ.
Dynamic
causal modelling of precision and synaptic gain in visual perception - an EEG
study.
Neuroimage.
2012 Oct 15;63(1):223-31.
Coste CP, Sadaghiani S, Friston KJ, and
Kleinschmidt A.
Ongoing
Brain Activity Fluctuations Directly Account for Intertrial
and Indirectly for Intersubject Variability in Stroop Task Performance
Cerebral Cortex doi:10.1093/cercor/bhr050
- pdf
Hesselmann
G, Sadaghiani S, Friston KJ, Kleinschmidt A.
Predictive
coding or evidence accumulation? False inference and neuronal fluctuations.
PLoS
One. 2010 Mar 29;5(3):e9926 - pdf
Friston
KJ, Kiebel SJ.
Attractors
in song.
New
Math. Nat. Comput. 2009 5:83-114.-
pdf
Friston
KJ, Kiebel SJ.
Cortical
circuits for perceptual inference.
Neural
Netw. 2009 Jul 19. [Epub
ahead of print]- pdf
Friston
KJ, Kiebel SJ.
Predictive
coding under the free-energy principle
Phil.
Trans. R. Soc. B May 12, 2009 364:1211-1221- pdf
Brodersen
KH, Penny WD, Harrison LM, Daunizeau J, Ruff CC, Duzel
E, Friston KJ, Stephan KE.
Integrated
Bayesian models of learning and decision making for saccadic eye movements.
Neural
Netw. 2008 Nov;21(9):1247-60.-
pdf
Garrido
MI, Kilner JM, Kiebel SJ, Friston KJ.
Evoked
brain responses are generated by feedback loops.
Proc
Natl Acad Sci U S A. 2007
Dec 26;104(52):20961-6.- pdf
Furl
N, van Rijsbergen NJ, Treves A, Friston KJ, Dolan RJ.
Experience-dependent
coding of facial expression in superior temporal sulcus.
Proc
Natl Acad Sci U S A. 2007
Aug 7;- pdf
Griffiths
TD, Kumar S, Warren JD, Stewart L, Stephan KE, Friston KJ.
Approaches
to the cortical analysis of auditory objects.
Hear
Res. 2007 Jul;229(1-2):46-53. Epub
2007 Jan 16.- pdf
Kilner
JM, Friston KJ, Frith CD.
Predictive
coding: an account of the mirror neuron system.
Cogn Process. 2007 Sep;8(3):159-66.- pdf
Kilner
JM, Friston KJ, Frith CD.
The
mirror-neuron system: a Bayesian perspective.
Neuroreport. 2007 Apr 16;18(6):619-23.
Harrison
LM, Stephan KE, Rees G, Friston KJ.
Extra-classical
receptive field effects measured in striate cortex with fMRI.
NeuroImage.
2007 Feb 1;34(3):1199-208.- pdf
Harrison
LM, Duggins A, Friston KJ.
Encoding
uncertainty in the hippocampus.
Neural
Netw. 2006 Jun;19(5):535-46.-
pdf
Strange BA, Duggins A, Penny W, Dolan RJ, Friston KJ.Information theory, novelty and hippocampal responses: unpredicted or unpredictable? Neural Netw. 2005 Apr;18(3):225-30.- pdf
Computational neuroscience
Schwartenbeck
P, FitzGerald TH, Mathys C, Dolan R, Kronbichler M, Friston K.
Evidence
for surprise minimization over value maximization in choice behavior.
Sci Rep. 2015 Nov 13;5:16575.
Marreiros
AC, Kiebel SJ, Daunizeau J, Harrison LM, Friston KJ.
Population
dynamics under the Laplace assumption.
Neuroimage.
2009 Feb 1;44(3):701-14.
Marreiros
AC, Daunizeau J, Kiebel SJ, Friston KJ.
Population
dynamics: Variance and the sigmoid activation function.
NeuroImage.
2008 Apr 29.
Chumbley
JR, Dolan RJ, Friston KJ.
Attractor
models of working memory and their modulation by reward.
Biol Cybern. 2008 Jan;98(1):11-8.-
pdf
David
O, Kilner JM, Friston KJ.
Mechanisms
of evoked and induced responses in MEG/EEG.
NeuroImage.
2006 Jul 15;31(4):1580-91.- pdf
Harrison LM, David O, Friston KJ. Stochastic models of neuronal dynamics. Philos Trans R Soc Lond B Biol Sci. 2005 May 29;360(1457):1075-91.- pdf
David O, Harrison L, Friston KJ. Modelling event-related responses in the brain. NeuroImage. 2005 Apr 15;25(3):756-70.- pdf David O, Cosmelli D, Friston KJ.Evaluation of different measures of functional connectivity using a neural mass model. NeuroImage. 2004 Feb;21(2):659-73.- pdf Breakspear M, Terry JR, Friston KJ.Modulation of excitatory synaptic coupling facilitates synchronization and complex dynamics in a biophysical model of neuronal dynamics. Network. 2003 Nov;14(4):703-32.- pdf David O, Friston KJ. A neural mass model for MEG/EEG: coupling and neuronal dynamics. NeuroImage. 2003 Nov;20(3):1743-55.- pdf Chawla D, Friston KJ, Lumer ED.Zero-lag synchronous dynamics in triplets of interconnected cortical areas. Neural Netw. 2001 Jul-Sep;14(6-7):727-35.- pdf Chawla
D, Lumer ED, Friston KJ
Relating
macroscopic measures of brain activity to fast, dynamic neuronal interactions
Neural
Computation 12, 2805-2821 (200) - pdf
Rees G, Friston K, Koch C.A direct quantitative relationship between the functional properties of human and macaque V5. Nat Neurosci. 2000 Jul;3(7):716-23.- (pdf) Chawla D, Lumer ED, Friston KJ.The relationship between synchronization among neuronal populations and their mean activity levels.
Neural
Comput. 1999 Aug 15;11(6):1389-411.
- pdf
Friston KJ Stephan KM Frackowiak RSJTransient phase-locking and dynamic correlations: Are they the same thing?Human Brain Mapping1997;5:48-57. - pdf Friston KJ, Frith CD, Frackowiak RS. Principal component analysis learning algorithms: a neurobiological analysis. Proc Biol Sci. 1993 Oct 22;254(1339):47-54. - pdf Friston KJ, Frith CD, Liddle PF, Frackowiak RS.Investigating a network model of word generation with positron emission tomography. Proc Biol Sci. 1991 May 22;244(1310):101-6. - pdf
Computational
psychiatry
Schwartenbeck
P, Friston K.
Computational
Phenotyping in Psychiatry: A Worked Example.
eNeuro. 2016 Aug 2;3(4).
Friston
KJ, Stephan KE, Montague R, Dolan RJ
Computational psychiatry: the brain as a
phantastic organ
The
Lancet Psychiatry, 1(2),148-158
Picard
F, Friston K.
Predictions,
perception, and a sense of self.
Neurology.
2014 Sep 16;83(12):1112-8.
Lawson
RP, Rees G, Friston KJ.
An aberrant
precision account of autism.
Front
Hum Neurosci. 2014 May 14;8:302.
Dynamic Causal Modelling
Bastos
AM, Litvak V, Moran R, Bosman CA, Fries P, Friston KJ.
Neuroimage.
2015 Mar;108:460-75.
Adams
RA, Aponte E, Marshall L, Friston KJ.
Active
inference and oculomotor pursuit: the dynamic causal modelling of eye movements.
J Neurosci Methods. 2015 Mar 15;242:1-14.
Cooray
GK, Sengupta B, Douglas P, Englund M, Wickstrom R, Friston K.
Characterising
seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. Neuroimage. 2015 Sep;118:508-19.
Papadopoulou M, Leite M, van Mierlo
P, Vonck K, Lemieux L, Friston K, Marinazzo D.
Tracking
slow modulations in synaptic gain using dynamic causal modelling: validation in
epilepsy.
Neuroimage.
2015 Feb 15;107:117-26.
Razi
A, Kahan J, Rees G, Friston KJ.
Construct
validation of a DCM for resting state fMRI.
Neuroimage.
2015 Feb 1;106:1-14.
Friston
KJ, Kahan J, Biswal B, Razi A.
Neuroimage.
2014 Jul 1;94:396-407.
Friston
KJ, Bastos AM, Oswal A, van Wijk B, Richter C, Litvak
V.
Neuroimage.
2014 Nov 1;101:796-808.
Friston
KJ, Kahan J, Razi A, Stephan KE, Sporns O.
On nodes and
modes in resting state fMRI.
Neuroimage.
2014 Oct 1;99:533-47.
Pinotsis
DA, Brunet N, Bastos A, Bosman CA, Litvak V, Fries P, Friston KJ.
Contrast
gain control and horizontal interactions in V1: a DCM study.
Neuroimage.
2014 May 15;92:143-55.
Seghier ML, Friston KJ.
Network discovery with large
DCMs.
Neuroimage. 2012 68 (2013)
181-191. - pdf
Pinotsis
DA, Moran RJ, Friston KJ.
Dynamic
causal modeling with neural fields.
Neuroimage.
2012 Jan 16;59(2):1261-74. - pdf
Friston
KJ, Bastos A, Litvak V, Stephan KE, Fries P, Moran RJ.
DCM
for complex-valued data: cross-spectra, coherence and phase-delays.
Neuroimage.
2012 Jan 2;59(1):439-55. - pdf
Moran
RJ, Stephan KE, Dolan RJ, Friston KJ.
Consistent
spectral predictors for dynamic causal models of steady-state responses.
Neuroimage.
2011 Apr 15;55(4):1694-708. - pdf
Havlicek
M, Friston KJ, Jan J, Brazdil M, Calhoun VD.
Dynamic
modeling of neuronal responses in fMRI using cubature
Kalman filtering.
Neuroimage.
2011 Jun 15;56(4):2109-28. - pdf
Friston
KJ, Li B, Daunizeau J, Stephan KE.
Network
discovery with DCM.
Neuroimage.
2010 Dec 21. - pdf
Li B,
Daunizeau J, Stephan KE, Penny W, Hu D, Friston K.
Generalised
filtering and stochastic DCM for fMRI.
Neuroimage.
2011 Feb 16. - pdf
Marreiros
AC, Kiebel SJ, Friston KJ.
A
dynamic causal model study of neuronal population dynamics.
Neuroimage.
2010 May 15;51(1):91-101.- pdf
Stephan
KE, Penny WD, Moran RJ, den Ouden HE, Daunizeau J, Friston KJ.
Ten
simple rules for dynamic causal modeling.
Neuroimage.
2010 Feb 15;49(4):3099-109. - pdf
Penny WD, Litvak V, Fuentemilla L, Duzel E, Friston
K.
Dynamic Causal Models for phase
coupling.
J Neurosci Methods. 2009 Sep 30;183(1):19-30.
- pdf
Daunizeau J, Kiebel SJ, Friston
KJ.
Dynamic causal modelling of
distributed electromagnetic responses.
Neuroimage.
2009 Aug 15;47(2):590-601. - pdf
Chen
CC, Henson RN, Stephan KE, Kilner JM, Friston KJ.
Forward
and backward connections in the brain: a DCM study of functional asymmetries.
Neuroimage.
2009 Apr 1;45(2):453-62 - pdf
Moran RJ, Stephan KE, Seidenbecher T, Pape HC, Dolan RJ, Friston KJ.
Dynamic causal models of
steady-state responses.
Neuroimage.
2009 Feb 1;44(3):796-811. - pdf
Stephan
KE, Kasper L, Harrison LM, Daunizeau J, den Ouden HE, Breakspear M, Friston KJ.
Nonlinear
dynamic causal models for fMRI.
Neuroimage.
2008 May 11 - pdf
Moran
RJ, Stephan KE, Kiebel SJ, Rombach N, O'Connor WT,
Murphy KJ, Reilly RB, Friston KJ.
Bayesian
estimation of synaptic physiology from the spectral responses of neural masses.
Neuroimage.
2008 Feb 1. [Epub ahead of print] - pdf
Chen
CC, Kiebel SJ, Friston KJ.
Dynamic
causal modelling of induced responses.
Neuroimage.
2008 Jul 15;41(4):1293-312. - pdf
Marreiros
AC, Kiebel SJ, Friston KJ.
Dynamic
causal modelling for fMRI: a two-state model.
Neuroimage.
2008 Jan 1;39(1):269-78. - pdf
Stephan
KE, Weiskopf N, Drysdale PM, Robinson PA, Friston KJ.
Comparing
hemodynamic models with DCM.
NeuroImage.
2007 Nov 15;38(3):387-401 - pdf
Garrido
MI, Kilner JM, Kiebel SJ, Stephan KE, Friston KJ.
Dynamic
causal modelling of evoked potentials: A reproducibility study.
NeuroImage.
2007 Mar 27; [Epub ahead of print]-
pdf
Kiebel
SJ, Garrido MI, Friston KJ.
Dynamic
causal modelling of evoked responses: The role of intrinsic connections.
NeuroImage.
2007 Jun;36(2):332-45.- pdf
Stephan KE, Harrison LM, Kiebel SJ, David O, Penny WD, Friston KJ.
Dynamic causal models of neural system dynamics: current state and
future extensions.
J Biosci. 2007 Jan;32(1):129-44.
Kiebel
SJ, Kloppel S, Weiskopf N, Friston KJ.
Dynamic
causal modeling: a generative model of slice timing
in fMRI.
NeuroImage.
2007 Feb 15;34(4):1487-96.- pdf
Mouridsen K, Friston K, Hjort N, Gyldensted
L, Ostergaard L, Kiebel S.
Bayesian
estimation of cerebral perfusion using a physiological model of
microvasculature.
NeuroImage.
2006 Nov 1;33(2):570-9.- pdf
Kiebel
SJ, David O, Friston KJ.
Dynamic
causal modelling of evoked responses in EEG/MEG with lead field
parameterization.
NeuroImage.
2006 May 1;30(4):1273-84.- pdf
David
O, Kiebel SJ, Harrison LM, Mattout J, Kilner JM, Friston KJ.
Dynamic
causal modeling of evoked responses in EEG and MEG.
NeuroImage.
2006 May 1;30(4):1255-72.- pdf
Stephan
KE, Penny WD, Marshall JC, Fink GR, Friston KJ.
Investigating
the functional role of callosal connections with
dynamic causal models.
Ann N
Y Acad Sci. 2005 Dec;1064:16-36.
Lee L,
Friston K, Horwitz B.
Large-scale
neural models and dynamic causal modelling.
NeuroImage.
2006 May 1;30(4):1243-54.- pdf
Penny WD, Stephan KE, Mechelli A, Friston KJ.Comparing dynamic causal models.NeuroImage. 2004 Jul;22(3):1157-72.- pdf
Penny WD, Stephan KE, Mechelli A, Friston KJ.Modelling functional integration: a comparison of structural equation and dynamic causal models. NeuroImage. 2004;23 Suppl 1:S264-74.- pdf
Mechelli A, Price CJ, Noppeney U, Friston KJ.
A dynamic causal modeling study on category effects: bottom-up or top-down mediation? J Cogn Neurosci. 2003 Oct 1;15(7):925-34.
Friston KJ, Harrison L, Penny W.Dynamic causal modelling. NeuroImage. 2003 Aug;19(4):1273-302.- pdf Empirical Bayes and hierarchical
model inversion
Friston
K, Zeidman P, Litvak V.
Empirical
Bayes for DCM: A Group Inversion Scheme.
Front Syst Neurosci. 2015 Nov 27;9:164.
Friston
KJ, Litvak V, Oswal A, Razi A, Stephan KE, van Wijk BC, Ziegler G, Zeidman P.
Bayesian
model reduction and empirical Bayes for group (DCM) studies.
Neuroimage.
2016 Mar;128:413-31. air
Bayesian
and Variational model inversion
Balaji
B, and Friston K.
Bayesian
state estimation using generalized coordinates.
Proc.
SPIE 8050, 80501Y (2011)- pdf
Friston
K, Penny W.
Post
hoc Bayesian model selection.
Neuroimage.
2011 Jun 15;56(4):2089-99. - pdf
Friston
K, Stephan K, Li B, and Daunizeau J.
Generalised
Filtering
Mathematical
Problems in Engineering. vol. 2010, Article ID 621670, 34 pages, 2010.- pdf
Friston
KJ.
Variational
filtering.
Neuroimage.
2008 Jul 1;41(3):747-66.- pdf
Friston
KJ, Trujillo-Barreto N, Daunizeau J.
DEM: A
variational treatment of dynamic systems.
Neuroimage.
2008 Jul 1;41(3):849-85.- pdf
Friston
K, Mattout J, Trujillo-Barreto N, Ashburner J, Penny W.
Variational
free energy and the Laplace approximation.
NeuroImage.
2007 Jan 1;34(1):220-34.- pdf
Penny W, Ghahramani Z, Friston K Bilinear dynamical systems. Philos Trans R Soc Lond B Biol Sci. 2005 May 29;360(1457):983-93.- pdf
Penny WD, Trujillo-Barreto NJ, Friston KJ.Bayesian fMRI time series analysis with spatial priors. NeuroImage. 2005 Jan 15;24(2):350-62.- pdf Harrison L, Penny WD, Friston K.Multivariate autoregressive modeling of fMRI time series. NeuroImage. 2003 Aug;19(4):1477-91.- pdf Penny W, Kiebel S, Friston K.Variational Bayesian inference for fMRI time series. NeuroImage. 2003 Jul;19(3):727-41.- pdf Friston
KJ, Penny W
Posterior
probability maps and SPMs
NeuroImage,
(2003) 19, 1240-1249.- pdf
Phillips C, Rugg MD, Friston KJ.Anatomically informed basis functions for EEG source localization: combining functional and anatomical constraints. NeuroImage. 2002 Jul;16(3 Pt 1):678-95.- pdf Friston
KJ
Bayesian
Estimation of Dynamical Systems: An Application to fMRI
NeuroImage
16, 513-530 (2002)- pdf
Friston
KJ, Penny W, Phillips, Kiebel S, Hinton G, Ashburner J
Classical and Bayesian Inference in Neuroimaging:
Theory
NeuroImage
16, 465-483 (2002)- pdf
Friston
KJ, Glaser DE, Henson RNA, Kiebel S, Phillips C, Ashburner J
Classical
and Bayesian Inference in Neuroimaging: Applications
NeuroImage
16, 484-512 (2002)- pdf
Phillips C, Rugg MD & Friston KJ.Systematic Regularization of Linear Inverse Solutions of the EEG Source Localization Problem. NeuroImage 2002;17:287-301- pdf
B�chel C, Friston KJ.Dynamic changes in effective connectivity characterized by variable parameter regression and Kalman filtering. Hum Brain Mapp. 1998;6(5-6):403-8.- pdf Lecture
�
Variational filtering in generated coordinates of motion
published: Sept. 9, 2008, recorded: May 2008
Variational
filtering and DEM- (PowerPoint)
Optimality,
value-learning and plasticity
Mathys
C, Jean Daunizeau J, Karl J Friston KJ, Klaas Enno Stephan KE.
A
Bayesian foundation for individual learning under uncertainty
Front. Hum. Neurosci. 5:35
DOI: 10.3389/fnhum.2011.00039 - pdf
Daunizeau
J, den Ouden HE, Pessiglione M, Kiebel SJ, Stephan KE, Friston KJ.
Observing
the observer (I): meta-bayesian models of learning
and decision-making.
PLoS
One. 2010 Dec 14;5(12):e15554. - pdf
Daunizeau
J, den Ouden HE, Pessiglione M, Kiebel SJ, Friston KJ, Stephan KE.
Observing
the observer (II): deciding when to decide.
PLoS
One. 2010 Dec 14;5(12):e15555. - pdf
Garrido
MI, Kilner JM, Kiebel SJ, Stephan KE, Baldeweg T, Friston KJ.
Repetition
suppression and plasticity in the human brain.
Neuroimage.
2009 Oct 15;48(1):269-79.- pdf
Yoshida W, Dolan RJ, Friston KJ.Game theory of mind.PLoS Comput Biol. 2008 Dec;4(12):e1000254.- pdf Seymour B, O'Doherty JP, Dayan P, Koltzenburg M, Jones AK, Dolan RJ, Friston KJ, Frackowiak RS.Temporal difference models describe higher-order learning in humans. Nature. 2004 Jun 10;429(6992):664-7.- pdf O'Doherty J, Dayan P, Schultz J, Deichmann R, Friston K, Dolan RJ.Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science. 2004 Apr 16;304(5669):452-4. O'Doherty JP, Dayan P, Friston K, Critchley H, Dolan RJ.Temporal difference models and reward-related learning in the human brain. Neuron. 2003 Apr 24;38(2):329-37.- pdf Thiel CM, Friston KJ, Dolan RJ.
Cholinergic modulation of experience-dependent plasticity in human auditory cortex. Neuron. 2002 Aug 1;35(3):567-74.- pdf Elliott R, Friston KJ, Dolan RJ.Dissociable neural responses in human reward systems. J Neurosci. 2000 Aug 15;20(16):6159-65. B�chel C, Coull JT, Friston KJ.The predictive value of changes in effective connectivity for human learning. Science. 1999 Mar 5;283(5407):1538-41.- pdf Friston KJ, Tononi G, Reeke GN Jr, Sporns O, Edelman GM.Value-dependent selection in the brain: simulation in a synthetic neural model. Neuroscience. 1994 Mar;59(2):229-43.- pdf Dysconnection
hypothesis and schizophrenia
Friston
K, Brown HR, Siemerkus J, Stephan KE.
The dysconnection
hypothesis (2016).
Schizophr Res. 2016 Oct;176(2-3):83-94.
Friston
K.
Biol Psychiatry. 2016 Jul 15;80(2):87-9.
Ranlund
S, Adams RA, D�ez �, Constante
M, Dutt A, Hall MH, Maestro Carbayo
A, McDonald C, Petrella S, Schulze K, Shaikh M, Walshe M, Friston K, Pinotsis D, Bramon E.
Hum
Brain Mapp. 2016 Jan;37(1):351-65.
Bastos-Leite
AJ, Ridgway GR, Silveira C, Norton A, Reis S, Friston KJ.
Schizophr Bull. 2015 Jan;41(1):144-53.
Fogelson
N, Litvak V, Peled A, Fernandez-del-Olmo M, Friston
K.
The
functional anatomy of schizophrenia: A dynamic causal modeling
study of predictive coding.
Schizophr Res. 2014 Sep;158(1-3):204-12.
Adams
RA, Perrinet LU, Friston K.
Smooth pursuit and
visual occlusion: active inference and oculomotor control in schizophrenia.
PLoS
One. 2012;7(10):e47502.
Stephan
KE, Karl J. Friston KJ, Frith CD
Dysconnection
in Schizophrenia: From Abnormal Synaptic Plasticity to Failures of
Self-monitoring
Schizophrenia
Bulletin 2009; doi: 10.1093/schbul/sbn176.
Stephan
KE, Baldeweg T, Friston KJ.
Synaptic
plasticity and dysconnection in schizophrenia.
Biol Psychiatry. 2006 May 15;59(10):929-39. Epub 2006 Jan 19. Review
Friston KJ.
Hallucinations
and perceptual inference
Behavioral
and Brain Sciences [0140-525X]: 2005 28(6):764-766- pdf
Friston KJDisconnection and cognitive dysmetria in schizophrenia. Am J Psychiatry. 2005 Mar;162(3):429-32.- pdf
Friston KJ.Dysfunctional connectivity in schizophrenia. World Psychiatry. 2002 Jun;1(2):66-71.- pdf Friston KJ.Schizophrenia and the disconnection hypothesis. Acta Psychiatr Scand Suppl. 1999;395:68-79.
Friston KJ.The disconnection hypothesis. Schizophr Res. 1998 Mar 10;30(2):115-25.- pdf
Friston KJ.Theoretical neurobiology and schizophrenia. Br Med Bull. 1996 Jul;52(3):644-55. - pdf
Friston KJ, Frith CD.Schizophrenia: a disconnection syndrome? Clin Neurosci. 1995;3(2):89-97.- pdf
Degeneracy
Noppeney U, Friston KJ, Price CJ.Degenerate neuronal systems sustaining cognitive functions. J Anat. 2004 Dec;205(6):433-42. Friston KJ, Price CJ.Degeneracy and redundancy in cognitive anatomy. Trends Cogn Sci. 2003 Apr;7(4):151-152. - pdf Price CJ, Friston KJ.Degeneracy and cognitive anatomy. Trends Cogn Sci. 2002 Oct 1;6(10):416-421. - pdf Price CJ, Mummery CJ, Moore CJ, Frackowiak RS, Friston KJ. Delineating necessary and sufficient neural systems with functional imaging studies of neuropsychological patients. J Cogn Neurosci. 1999 Jul;11(4):371-82. Neuroimaging
(reviews and commentaries)
Friston
K, Moran R, Seth AK.
Analysing
connectivity with Granger causality and dynamic causal modelling.
Curr Opin Neurobiol.
2012 Dec 21. doi:pii:
S0959-4388(12)00184-5. -
pdf
Friston
K.
Ten
ironic rules for non-statistical reviewers.
Neuroimage.
2012 61: 1300-1310- pdf
Friston
KJ.
Functional
and Effective Connectivity: A Review
Brain
Connectivity. 2011, 1(1): 13-36.- pdf
Friston
KJ, Dolan RJ.
Computational
and dynamic models in neuroimaging.
Neuroimage.
2009 Dec 28. [Epub ahead of print]- pdf
Friston
KJ.
Modalities,
modes, and models in functional neuroimaging.
Science.
2009 Oct 16;326(5951):399-403.- pdf
Kiebel
SJ, Garrido MI, Moran R, Chen CC, Friston KJ.
Dynamic
causal modeling for EEG and MEG.
Hum
Brain Mapp. 2009 Jun;30(6):1866-76. Review.- pdf
Friston
K.
Causal
modelling and brain connectivity in functional magnetic resonance imaging.
PLoS
Biol. 2009 Feb 17;7(2):e33.- pdf
Friston
KJ, Rotshtein P, Geng JJ, Sterzer P, Henson RN.
A
critique of functional localisers.
NeuroImage.
2006 May 1;30(4):1077-87.- pdf
Friston
KJ.
Models
of brain function in neuroimaging.
Annu Rev Psychol. 2005;56:57-87- pdf
Friston K. Beyond phrenology: what can neuroimaging tell us about distributed circuitry? Annu Rev Neurosci. 2002;25:221-50. Epub 2002 Mar 19.- pdf
Friston KJ.Imaging neuroscience: principles or maps?Proc Natl Acad Sci U S A. 1998 Feb 3;95(3):796-802- pdf
Friston KJ, Price CJ, Fletcher P, Moore C, Frackowiak RS, Dolan RJ.The trouble with cognitive subtraction. NeuroImage. 1996 Oct;4(2):97-104.- pdf Friston KJ Functional and effective connectivity in neuroimaging: A synthesis Human Brain Mapping 1995: 2;56-78- pdf Friston KJ, Frith CD, Passingham RE, Liddle PF, Frackowiak RS.Motor practice and neurophysiological adaptation in the cerebellum: a positron tomography study.Proc Biol Sci. 1992 Jun 22;248(1323):223-8- pdf Voxel-based
morphometry and computational anatomy
Ashburner J, Friston KJ.Unified segmentation. NeuroImage. 2005 Jul 1;26(3):839-51.- pdf Friston KJ, Ashburner J.Generative and recognition models for neuroanatomy. NeuroImage. 2004 Sep;23(1):21-4. Salmond CH, Ashburner J, Vargha-Khadem F, Connelly A, Gadian DG, Friston KJ.Distributional assumptions in voxel-based morphometry. NeuroImage. 2002 Oct;17(2):1027-30.- pdf Ashburner J, Friston KJ.Voxel-based morphometry--the methods. NeuroImage. 2000 Jun;11(6 Pt 1):805-21.- pdf Wright IC, McGuire PK, Poline JB, Travere JM, Murray RM, Frith CD, Frackowiak RS, Friston KJ.A voxel-based method for the statistical analysis of gray and white matter density applied to schizophrenia. NeuroImage. 1995 Dec;2(4):244-52.- pdf Friston KJ Ashburner J Frith CD Poline J-B Heather JD and Frackowiak RSJ The spatial registration and normalisation of images - pdfHuman Brain Mapping1995;3:165-189 Friston KJ, Passingham RE, Nutt JG, Heather JD, Sawle GV, Frackowiak RS.Localisation in PET images: direct fitting of the intercommissural (AC-PC) line. J Cereb Blood Flow Metab. 1989 Oct;9(5):690-5. Hemodynamic models
J.M. Kilner, J. Mattout, R. Henson and K.J. FristonHemodynamic correlates of EEG: A heuristicNeuroImage, Volume 28, Issue 1, 15 October 2005, Pages 280-286.- pdf
Mechelli A, Price CJ, Friston KJ.
Nonlinear coupling between evoked rCBF and BOLD signals: a simulation study of hemodynamic responses. NeuroImage. 2001 Oct;14(4):862-72.- pdf Friston
KJ, Mechelli A, Turner R, Price CJ
Nonlinear Responses in fMRI: The Balloon Model,
Volterra Kernels and Other Hemodynamics
NeuroImage
12, 466-477 (2000)- pdf
Friston KJ, Josephs O, Rees G, Turner R.Nonlinear event-related responses in fMRI. Magn Reson Med. 1998 Jan;39(1):41-52.- pdf
K.J. Friston, P. Jezzard, and R. Turner
Analysis of Functional MRI Time-Series
Human Brain Mapping 1:153-171(1994)-
pdf
Friston KJ
Regulation of rCBF by
Diffusible Signals: An Analysis of Constraints on Diffusion and Elimination
Human
Brain Mapping 3:56-65(1995)- pdf
Multivariate models
Friston KJ, Kahan J, Razi A, Stephan KE, Sporns O.On nodes and modes in resting state fMRI.Neuroimage. 2014 Oct;99:533-47. Friston K, Chu C, Mour�o-Miranda J, Hulme O, Rees G, Penny W, Ashburner J.Bayesian decoding of brain images.Neuroimage. 2007 Aug 24.- pdf Friston K, Phillips J, Chawla D, B�chel C.Nonlinear PCA: characterizing interactions between modes of brain activity. Philos Trans R Soc Lond B Biol Sci. 2000 Jan 29;355(1393):135-46.- pdf
Friston KJ, Frith CD, Fletcher P, Liddle PF, Frackowiak RS.Functional topography: multidimensional scaling and functional connectivity in the brain.Cereb Cortex. 1996 Mar-Apr;6(2):156-64.- pdf
Friston KJ, Frith CD, Frackowiak RS, Turner R.Characterizing dynamic brain responses with fMRI: a multivariate approach.Neuroimage. 1995 Jun;2(2):166-72.- pdf Friston KJ, Frith CD, Liddle PF, Frackowiak RS.Functional connectivity: the principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab. 1993 Jan;13(1):5-14.- pdf K.J. Friston, L.G. Ungerleider, P. Jezzard, and R. Turner.Characterizing modulatory interactions between V1 and V2 in human cortex with fMRIHuman Brain Mapping, 2:211-224, 1995. - pdf Topological
inference
Chumbley J, Worsley K, Flandin G, Friston K.Topological FDR for neuroimaging.Neuroimage. 2010 Feb 15;49(4):3057-64.- pdf Friston KJ.Testing for anatomically specified regional effects. Hum Brain Mapp. 1997;5(2):133-6.- pdf Friston KJ, Holmes A, Poline JB, Price CJ, Frith CD.Detecting activations in PET and fMRI: levels of inference and power. NeuroImage. 1996 Dec;4(3 Pt 1):223-35.- pdf Worsley KJ Marrett S Neelin P Vandal AC Friston KJ Evans ACA unified statistical approach for determining significant signals in images of cerebral activationHuman Brain Mapping1996;4:58-73.- pdf Friston
KJ Holmes AP Worsley KJ Poline JB Frith CD and Frackowiak RSJ
Statistical
Parametric Maps in functional imaging: A general linear approach
Human
Brain Mapping 1995;2;189-210.- pdf
Friston KJ Worsley KJ Frackowiak RSJ Mazziotta JC & Evans AC Assessing the significance of focal activations using their spatial extent Human Brain Mapping 1994;1:214-220.- pdf Friston KJ, Frith CD, Liddle PF, Frackowiak RS.Comparing functional (PET) images: the assessment of significant change. J Cereb Blood Flow Metab. 1991 Jul;11(4):690-9. - pdf Friston KJ, Frith CD, Liddle PF, Dolan RJ, Lammertsma AA, Frackowiak RS. The relationship between global and local changes in PET scans. J Cereb Blood Flow Metab. 1990 Jul;10(4):458-66. - pdf Source
reconstruction (EEG and MEG)
Litvak V, Friston K.Electromagnetic source reconstruction for group studies.Neuroimage. 2008 Oct 1;42(4):1490-8.- pdf Friston K, Harrison L, Daunizeau J, Kiebel S, Phillips C, Trujillo-Barreto N, Henson R, Flandin G, Mattout J.Multiple sparse priors for the M/EEG inverse problem.Neuroimage. 2007 Oct 10; [Epub ahead of print]- pdf Mattout, J., Henson, R N. & Friston, K.J. Canonical Source Reconstruction for MEG.Computational Intelligence and Neuroscience. 2007. Article ID 67613- pdf Daunizeau
J, Friston KJ.
A mesostate-space model for EEG and MEG.
NeuroImage.
2007 Jul 24;38(1):67-81- pdf
Friston
K, Henson R, Phillips C, Mattout J.
Bayesian
estimation of evoked and induced responses.
Hum
Brain Mapp. 2006 Feb 1;27(9):722-735.- pdf
Mattout
J, Phillips C, Penny WD, Rugg MD, Friston KJ.
MEG
source localization under multiple constraints: An extended Bayesian framework.
NeuroImage.
2005 Dec 17; [Epub ahead of print]-
pdf
Phillips C, Mattout J, Rugg MD, Maquet P, Friston KJ.An empirical Bayesian solution to the source reconstruction problem in EEG. NeuroImage. 2005 Feb 15;24(4):997-1011.- pdf
Special
Presentations
Special lecture:
Free Energy and Active Inference - Karl J. Friston
Dynamic
Causal Modelling- (PowerPoint)
Neural
Mass Modelling- (PowerPoint)
Free-energy
and the brain- (PowerPoint)
Free-energy
and value- (PowerPoint)
Free-energy
and precision- (PowerPoint)
Free-energy
and saccades- (PowerPoint)
Free-energy
and schizophrenia- (PowerPoint)
Cortical
connectivity- (PowerPoint)
Variational
filtering and DEM- (PowerPoint)
Free-energy lecture- (PowerPoint)
Predictive
coding lecture- (PowerPoint)
Predictive
coding and birdsong- (PowerPoint)
Brain
connectivity- (PowerPoint)
Presentation
I - (PowerPoint)
Presentation
II - (PowerPoint)
Presentation
III - (PowerPoint)