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

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

3. contrast
100
SPM{T}
PPM
200
300 1 2 3 4
Design matrix
z = 3mm
z = 3mm

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

5. neuronal input
hidden states
hemodynamics
BOLD response

6. Nonlinear saturation

7. Attention Photic SPC V1 IFG V5 Motion .52 (98%) .37 (90%) .42 (100%)
.56
(99%) V1
.69 (100%)
IFG
.47
(100%)
..82
(100%) V5
Motion
.65 (100%)

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

9. inhibitory interneurons
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
frequent
rare