Large-scale networks of brain regions are believed to mediate cognitive pro
cesses, including episodic memory. Analyses of regional differences in brai
n activity, measured by functional neuroimaging, have begun to identify put
ative components of these networks. To more fully characterize neurocogniti
ve networks, however, it is necessary to use analytical methods that quanti
fy neural network interactions. Here, we used positron emission tomography
(PET) to measure brain activity during initial encoding and subsequent reco
gnition of sentences and pictures. For each type of material, three recogni
tion conditions were included which varied with respect to target density (
0%, 50%, 100%). Analysis of large-scale activity patterns identified a coll
ection of foci whose activity distinguished the processing of sentences vs.
pictures. A second pattern, which showed strong prefrontal cortex involvem
ent, distinguished the type of cognitive process (encoding or retrieval). F
or both pictures and sentences, the manipulation of target density was asso
ciated with minor activation changes. Instead, it was found to relate to sy
stematic changes of functional connections between material-specific region
s and several other brain regions, including medial temporal, right prefron
tal and parietal regions. These findings provide evidence for large-scale n
eural interactions between material-specific and process-specific neural su
bstrates of episodic encoding and retrieval.