1. 1 Design Matrix intrinsic correlations and non-sphericity correction intrinsic correlations and non-sphericity correction filter Data SPM{T} The General Linear Model contrast images

2. 2 SPM{T} speed isoluminant stimuli (even) isochromatic stimuli (odd) V5

3. 3 Design matrix 1234 100 200 300 contrast z = 3mm SPM{T}PPM z = 3mm

4. 4 Basis functions Single HRF FIR model Temporal basis functions Stimulus function Design matrix SPM{F}

5. 5 hidden states neuronal input BOLD response hemodynamics

6. 6 Nonlinear saturation

7. 7 V1IFGV5 SPC Motion Photic Attention..82 (100%).42 (100%).37 (90%).69 (100%).47 (100%).65 (100%).52 (98%).56 (99%)

8. 8 spiny stellate cells inhibitory interneurons pyramidal cells Extrinsic forward connections Extrinsic backward connections Intrinsic connections Neuronal model Extrinsic lateral connections

9. 9 spiny stellate cells inhibitory interneurons pyramidal cells Intrinsic Forward Backward Lateral time input.56/.61.59/.87.05/.04.00/.09.01/3.68 P300 Real and modelled frequentrare Time {s}