Class information for: |
Basic class information |
| ID | Publications | Average number of references |
Avg. shr. active ref. in WoS |
|---|---|---|---|
| 23509 | 288 | 53.5 | 66% |
Classes in level above (level 2) |
| ID, lev. above |
Publications | Label for level above |
|---|---|---|
| 256 | 19080 | VISION RESEARCH//PERCEPTION//JOURNAL OF VISION |
Terms with highest relevance score |
| Rank | Term | Type of term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
|---|---|---|---|---|---|---|
| 1 | ACTIVE INFERENCE | Author keyword | 16 | 56% | 7% | 20 |
| 2 | PREDICTIVE CODING | Author keyword | 6 | 13% | 16% | 45 |
| 3 | FREE ENERGY PRINCIPLE | Author keyword | 3 | 50% | 2% | 5 |
| 4 | BAYESIAN BRAIN | Author keyword | 3 | 45% | 2% | 5 |
| 5 | PROBABILISTIC FIRING | Author keyword | 2 | 67% | 1% | 2 |
| 6 | COGNIT PHILOSOPHY | Address | 2 | 50% | 1% | 3 |
| 7 | DISTRIBUTED SYNCHRONY | Author keyword | 1 | 50% | 1% | 2 |
| 8 | ENTROPIC STATE | Author keyword | 1 | 100% | 1% | 2 |
| 9 | SINGLE TRIAL EEG | Author keyword | 1 | 25% | 1% | 3 |
| 10 | PERCEPTUAL INFERENCE | Author keyword | 1 | 19% | 1% | 4 |
Web of Science journal categories |
Author Key Words |
| Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
LCSH search | Wikipedia search |
|---|---|---|---|---|---|---|---|
| 1 | ACTIVE INFERENCE | 16 | 56% | 7% | 20 | Search ACTIVE+INFERENCE | Search ACTIVE+INFERENCE |
| 2 | PREDICTIVE CODING | 6 | 13% | 16% | 45 | Search PREDICTIVE+CODING | Search PREDICTIVE+CODING |
| 3 | FREE ENERGY PRINCIPLE | 3 | 50% | 2% | 5 | Search FREE+ENERGY+PRINCIPLE | Search FREE+ENERGY+PRINCIPLE |
| 4 | BAYESIAN BRAIN | 3 | 45% | 2% | 5 | Search BAYESIAN+BRAIN | Search BAYESIAN+BRAIN |
| 5 | PROBABILISTIC FIRING | 2 | 67% | 1% | 2 | Search PROBABILISTIC+FIRING | Search PROBABILISTIC+FIRING |
| 6 | DISTRIBUTED SYNCHRONY | 1 | 50% | 1% | 2 | Search DISTRIBUTED+SYNCHRONY | Search DISTRIBUTED+SYNCHRONY |
| 7 | ENTROPIC STATE | 1 | 100% | 1% | 2 | Search ENTROPIC+STATE | Search ENTROPIC+STATE |
| 8 | SINGLE TRIAL EEG | 1 | 25% | 1% | 3 | Search SINGLE+TRIAL+EEG | Search SINGLE+TRIAL+EEG |
| 9 | PERCEPTUAL INFERENCE | 1 | 19% | 1% | 4 | Search PERCEPTUAL+INFERENCE | Search PERCEPTUAL+INFERENCE |
| 10 | BAYESIAN SURPRISE | 1 | 33% | 1% | 2 | Search BAYESIAN+SURPRISE | Search BAYESIAN+SURPRISE |
Key Words Plus |
| Rank | Web of Science journal category | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
|---|---|---|---|---|---|
| 1 | ACTIVE INFERENCE | 9 | 64% | 3% | 9 |
| 2 | FREE ENERGY PRINCIPLE | 7 | 28% | 7% | 20 |
| 3 | APPARENT MOTION TRACE | 2 | 67% | 1% | 2 |
| 4 | PERCEPTUAL INFERENCE | 1 | 100% | 1% | 2 |
| 5 | WAKE SLEEP ALGORITHM | 1 | 100% | 1% | 2 |
| 6 | BAYESIAN BRAIN | 1 | 50% | 0% | 1 |
| 7 | PERCEPTUAL EXPECTATIONS | 1 | 50% | 0% | 1 |
| 8 | SITUATED AGENTS | 1 | 50% | 0% | 1 |
| 9 | THOUGHT STYLE | 1 | 50% | 0% | 1 |
| 10 | PROACTIVE BRAIN | 0 | 13% | 1% | 3 |
Journals |
Reviews |
| Title | Publ. year | Cit. | Active references | % act. ref. to same field |
|---|---|---|---|---|
| Expectation in perceptual decision making: neural and computational mechanisms | 2014 | 15 | 127 | 28% |
| Predictions, perception, and a sense of self | 2014 | 5 | 30 | 43% |
| The free-energy principle: a unified brain theory? | 2010 | 421 | 94 | 15% |
| Canonical Microcircuits for Predictive Coding | 2012 | 146 | 125 | 13% |
| Getting ahead: forward models and their place in cognitive architecture | 2014 | 8 | 33 | 27% |
| Computational psychiatry: the brain as a phantastic organ | 2014 | 8 | 86 | 24% |
| The free-energy principle: a rough guide to the brain? | 2009 | 180 | 44 | 23% |
| The history of the future of the Bayesian brain | 2012 | 8 | 17 | 35% |
| Perception, Illusions and Bayesian Inference | 2015 | 0 | 24 | 46% |
| Varieties of cognitive penetration in visual perception | 2014 | 6 | 59 | 14% |
Address terms |
| Rank | Address term | Relevance score (tfidf) |
Class's shr. of term's tot. occurrences |
Shr. of publ. in class containing term |
Num. of publ. in class |
|---|---|---|---|---|---|
| 1 | COGNIT PHILOSOPHY | 2 | 50% | 1.0% | 3 |
| 2 | MOTOR COGNIT GRP | 1 | 16% | 1.4% | 4 |
| 3 | AFDELING NEUROFYSIOL | 1 | 50% | 0.3% | 1 |
| 4 | BERNSTEIN MUNICH | 1 | 50% | 0.3% | 1 |
| 5 | CLIN PSYCHIAT NEUROSCI MED DENT H | 1 | 50% | 0.3% | 1 |
| 6 | FUNCT IMAGING METHODS UNIT | 1 | 50% | 0.3% | 1 |
| 7 | INT MAX PLANCK NEURAL BEHAV SCI | 1 | 50% | 0.3% | 1 |
| 8 | NEUROL NEUROBEHAV PROGRAM | 1 | 50% | 0.3% | 1 |
| 9 | NEUROWETEN PEN | 1 | 50% | 0.3% | 1 |
| 10 | WELLCOME IMAGIN NEUROSCI | 1 | 50% | 0.3% | 1 |
Related classes at same level (level 1) |
| Rank | Relatedness score | Related classes |
|---|---|---|
| 1 | 0.0000159405 | DEEP LEARNING//HIERARCHICAL FEATURE LEARNING//RESTRICTED BOLTZMANN MACHINES |
| 2 | 0.0000138905 | NEURAL FIELD THEORY//NEURAL FIELD//NEURAL MASS MODEL |
| 3 | 0.0000121305 | NEUROECONOMICS//ACTION VALUE//WM KECK BRAIN PLAST COGNIT |
| 4 | 0.0000116394 | INFERIOR TEMPORAL VISUAL CORTEX//MVPA//INFERIOR TEMPORAL CORTEX |
| 5 | 0.0000112776 | PERCEPTUAL DECISION MAKING//FISIOL CELULAR NEUROCIENCIAS//HICKS LAW |
| 6 | 0.0000079908 | SENSE OF AGENCY//INTENTIONAL BINDING//LIBET |
| 7 | 0.0000079281 | MISMATCH NEGATIVITY//MISMATCH NEGATIVITY MMN//COGNIT BRAIN UNIT |
| 8 | 0.0000078776 | FEATURE BASED ATTENTION//PERCEPTUAL LOAD//OBJECT BASED ATTENTION |
| 9 | 0.0000072570 | EXTENDED MIND//EXTENDED COGNITION//DISTRIBUTED LANGUAGE |
| 10 | 0.0000066079 | SURROUND SUPPRESSION//CONTEXTUAL MODULATION//END STOPPING |