Psychological interventions are first-line treatments of depression. Despite a rich theoretical background, the mediators treatment effects remain only partially understood: it has been difficult to precisely delineate targets psychological engage, and even more differentiate amongst engaged by different interventions. Here, we outline these issues discuss surprisingly understudied approach, na...

The goal of cognitive neuroscience is to understand the the brain processes that underlie cognitive function. These brain processes are studied by examining neural responses to experimental tasks and stimuli. While most experiments are designed to isolate a single cognitive process, the resulting brain images often encode multiple processes simultaneously. Thus standard classification methods a...