@inproceedings{
 title = {The dynamics of music perception and emotional experience: a connectionist model},
 type = {inproceedings},
 year = {2006},
 keywords = {Conference,abstract},
 pages = {1096-1104},
 id = {f71bc8b3-cf74-3c56-8b62-bc796d7eb15d},
 created = {2024-08-09T12:19:56.935Z},
 file_attached = {true},
 profile_id = {ffa9027c-806a-3827-93a1-02c42eb146a1},
 group_id = {da2a8249-fdf4-3036-ba56-7358198a1600},
 last_modified = {2024-08-09T12:20:53.676Z},
 read = {false},
 starred = {false},
 authored = {false},
 confirmed = {true},
 hidden = {false},
 citation_key = {coutinho2006themodel},
 source_type = {inproceedings},
 private_publication = {false},
 abstract = {In this paper we present a methodological framework for the study of musical emotions, incorporating psycho- physiological experiments and modelling techniques for data analysis. Our focus is restricted to the body implica- tions as a possible source of information about the emo- tional experience, and responsible to certain levels of emo- tional engagement in music. We present and apply the use of spatiotemporal connectionist models, as a modelling technique. Simulation results using a simple recurrent net- work, demonstrate that our connectionist approach leads to a better fit of the simulated process, compared with pre- vious models. We demonstrate that a spatiotemporal con- nectionist model trained on music and emotional rating data is capable of generalizing the level of arousal in re- sponse to novel music input. The model is also capable of identifying the main variables responsible for such an emo- tional rating behaviour.},
 bibtype = {inproceedings},
 author = {Coutinho, Eduardo and Cangelosi, Angelo},
 editor = {Baroni, M and Addessi, A R and Caterina, R and Costa, M},
 booktitle = {9th International Conference on Music Perception and Cognition}
}

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