Table 2.

The topic mapping of subdivisions of the right thalamus from the dual view of NMF. Highlighting shows topics that are significant at P < 0.01 (uncorrected), and topics in red are significant at P < 0.05 (Bonferroni corrected).

right	topic 50	topic 100	topic 200	topic 400
Cluster_01	reward decision risk social participants empathy participants individual mechanisms task performance cognitive learning feedback error	decision choice decisions social empathy participants subject individual measures reasoning judgments moral correlated positive negative	decision choice decisions signals spatial subject reward monetary anticipation task performance activation social participants interactions	delayed discounting delay outcome probability expected sources source localization participants relative examined relationship relationships examine
Cluster_02	memory working wm patients controls reho language hemispheric lateralization children age adults number numerical arithmetic	reho risk regional sleep number numerical memory working task adhd asd autism time sustained duration	memory working verbal time duration timing task load difficulty reho regional rs wm memory working	time duration series reho regional resting sustained delay transient patients controls age selective selectivity haptic
Cluster_03	motor movement movements stimulation somatosensory tms conflict response trials pain painful stimulation learning feedback error	motor movement movements stimulation somatosensory tms sequences timing bimanual pain painful stimulation trials response trial	motor sensorimotor primary movements motor movement tms stimulation rtms pain painful stimulation stimulation somatosensory tactile	motor planning execution motor finger movements movement movements motor model parameters partial motor sensory areas
Cluster_04	connectivity functional network stimulus responses response participants individual mechanisms activation subjects condition women sex allele	connectivity functional network network default dmn areas activated network attention attentional visual imaging functional magnetic	network default dmn activations areas activation suppression life responses imaging functional magnetic mechanisms underlying understood	network default mode dmn network default pictures picture neutral information processing process autonomic rate arousal
Cluster_05	action actions motor eeg frequency ms visual auditory sensory sentences comprehension language semantic words word	action actions observation noise echo imaging visual auditory sensory eeg source ms functional areas lateral	auditory visual sensory sentences language comprehension mirror imitation system speech auditory sounds experience subjective physical	speech auditory production imitation human pifg events event occurring auditory sound sounds language languages linguistic
Cluster_06	object objects category learning feedback error pattern patterns ica action actions motor motion visual perception	semantic words word learning training performance reading words language action actions observation functional areas lateral	learning sequence implicit functional lateral organization modulation modulated influence spatial space navigation action actions observation	learning learned reinforcement semantic word words human features coding virtual navigation spatial abstract conceptual concrete
Cluster_07	emotional faces facial volume gray structural patients depression disorder emotional negative emotion training treatment practice	faces face facial volume gray structural depression mdd patients emotional negative emotion treatment baseline therapy	emotional faces facial volume gray structural anxiety threat disorders depression mdd patients treatment baseline therapy	volume gray structural faces emotional fearful facial expressions emotional risk risky taking disorders clinical symptoms
Cluster_08	patients schizophrenia controls patients depression disorder statistical functional subject training treatment practice patients disease ad	patients schizophrenia controls stress ptsd exposure pet flow tomography learning training performance depression mdd patients	schizophrenia patients controls he ocd patients depression mdd patients modulation modulated influence analyses roi cluster	schizophrenia patients controls depression mdd depressive treatment patients therapy controls compared healthy previous shown previously
Cluster_09	memory retrieval encoding object objects category motion visual perception eye spatial gaze attention attentional visual	memory encoding retrieval stimulus visual repetition events memory autobiographical object objects visual spatial space location	memory encoding retrieval memory recognition recollection memory retrieval episodic object objects visual cognitive executive function	memory encoding retrieval memory retrieval episodic recollection source familiarity object objects recognition cognitive performance neuropsychological
Cluster_10	inhibition response inhibitory reward decision risk food taste weight alcohol drug smokers emotional negative emotion	reward anticipation monetary feedback error errors inhibition response control responses response imaging experience subjective bias	emotion regulation emotional reward monetary anticipation inhibition response inhibitory mechanisms behavioral underlying evidence provide behavioral	reward monetary anticipation response responses increased mechanisms underlying understanding stress cortisol reactivity ability identification individual