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Hebbian constraint on the resolution of the homunculus fallacy leads to a network that searches for hidden cause-effect relationships (2009)
| Content Provider | CiteSeerX |
|---|---|
| Author | Lőrincz, András |
| Description | We elaborate on a potential resolution of the homunculus fallacy that leads to a minimal and simple auto-associative recurrent ‘reconstruction network ’ architecture. We insist on Hebbian constraint at each learning step executed in this network. We find that the hidden internal model enables searches for cause-effect relationships in the form of autoregressive models under certain conditions. We discuss the connection between hidden causes and Independent Subspace Analysis. We speculate that conscious experience is the result of competition between various learned hidden models for spatio-temporal reconstruction of ongoing effects of the detected hidden causes. |
| File Format | |
| Language | English |
| Publisher | Atlantis Press |
| Publisher Date | 2009-01-01 |
| Publisher Institution | In AGI2009, volume 8 of Adv. in Intell. Syst. Res. (ISSN: 1951-6851 |
| Access Restriction | Open |
| Subject Keyword | Cause-effect Relationship Hidden Cause-effect Relationship Hebbian Constraint Hidden Internal Model Enables Search Autoregressive Model Potential Resolution Hidden Model Independent Subspace Analysis Detected Hidden Cause Spatio-temporal Reconstruction Certain Condition Conscious Experience Homunculus Fallacy Hidden Cause |
| Content Type | Text |
| Resource Type | Article |
