? Reading Hidden Intentions in the Human Brain John-Dylan Haynes, Katsuyuki Sakai, Geraint Rees, Sam Gilbert, Chris Frith, and Richard E. Passingham Tae.

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Presentation transcript:

? Reading Hidden Intentions in the Human Brain John-Dylan Haynes, Katsuyuki Sakai, Geraint Rees, Sam Gilbert, Chris Frith, and Richard E. Passingham Tae Hyuk Keum

? Introduction Goal-related processing increases activity in prefrontal cortex –frontopolar, lateral, medial, and prefrontal cortex

? Introduction Previous studies proposed: –Preparation of motor responses –Holding a set of potential choices in mind –Tracking memory of previous choices –General processes for establishing a new task What is unclear: - Whether the increase in prefrontal activity encode a subject’s current intention

? Hypothesis/Aim Prefrontal cortex possibly encodes information currently being prepared by a subject Use choice-delay-response task to see if it is possible to decode from activity in prefrontal cortex which task the subjects were covertly intending to perform

? Experiment Participants: –3 Male, 5 Female –Age (21 ~ 35) –All right-handed –Had normal vision or corrected vision acuity Choice-delay-response task - 8 scanning runs (32 trials each) - fMRI 3T

? Experiment 2.8 ~ 10.7s 2s 2 correct 2 wrong + or -

? Experiment Decoding analysis –Searchlight approach –Multivariate pattern recognition –Classification according to the typical response pattern –Voxel-by-voxel analysis to create 3D spatial map according to decoding accuracy

? Results Green: intention coded during delay Red: intention coded during execution

? Results MPFCa activity: -significantly high decoding accuracy only during delay (covert intention) -overall increase during delay MPFCp activity informative during task execution but not delay No difference in both intentions (+,-) for overall activity other than spatial patterns

? Discussion MPFCa encode goals during preparation MPFCp encode goals during execution MPFC contain localizable task-specific representations of chosen intentions (shown for 1 st time) Two intentions are coded not by increase in global activity, but by spatial response patterns ?

?? Strengths –Subjects rarely chose wrong answer (5%) –Complex/systematic fMRI analysis Fine-grained neural representations –Very well controlled Variable delay Randomized response positions –No covert motor preparations Limitations - Unable to separate motor preparations from encoding of intentions during execution period - Rapid pacing of trials -cannot analyze period prior to cued selection - Experiment is quite long (32 trials X 8 runs)

? Future studies Is MPFC generally involved in encoding task- specific intentions or for +/- specifically? Possible to decode which task is chosen before being aware of choosing it? Do regions of PFC have clustered functional specializations? ?

?? References Haynes JD, Sakai K, Rees G, Gilbert S, Frith C, & Passingham RE.(2007)Reading hidden intentions in the human brain. Current Biology 17(4):323-8 Frith, C., Gallagher, H., and Maguire, E.A. (2004). Mechanisms of control. In Human Brain Function, R.S.J. Frackowiack, ed.(London: Elsevier), pp. 329–364. Rowe, J.B., Stephan, K.E., Friston, K., Frackowiak, R.S., and Passingham, R.E. (2005). The prefrontal cortex shows contextspecificchanges in effective connectivity to motor or visual cortex during the selection of action or colour. Cereb. Cortex15, 85–95. Haggard, P., and Eimer, M. (1999). On the relation between brain potentials and the awareness of voluntary movements. Exp.Brain Res. 126, 128–133. Blankertz, B., Dornhege, G., Schafer, C., Krepki, R., Kohlmorgen,J., Muller, K.R., Kunzmann, V., Losch, F., and Curio, G.(2003). Boosting bit rates and error detection for the classification of fast-paced motor commands based on single-trial EEG analysis. IEEE Trans. Neural Syst. Rehabil. Eng. 11, 127–131. Frith, C.D. (2000). The role of dorsolateral prefrontal cortex in the selection of action as revealed by functional imaging. In Control of Cognitive Processes: Attention and Performance XVIII, S.Monsell and J. Driver, eds. (Cambridge, MA: MIT Press), pp.549–565. Hadland, K.A., Rushworth, M.F., Passingham, R.F., Jahanshahi,M., and Rothwell, J.C. (2001). Interference with performance ofa response selection task that has no working memory component:an rTMS comparison of the dorsolateral prefrontal and medial cortex. J. Cogn. Neurosci. 13, 1097–1108.