@inproceedings{0add1987959a4e8d9ee8dc3caba1e8ee,
title = "A computational model of cortico-striato-thalamic circuits in goal-directed behaviour",
abstract = "A connectionist model of cortico-striato-thalamic loops unifying learning and action selection is proposed. The aim in proposing the connectionist model is to develop a simple model revealing the mechanisms behind the cognitive process of goal directed behaviour rather than merely obtaining a model of neural structures. In the proposed connectionist model, the action selection is realized by a non-linear dynamical system, while learning that modifies the action selection is realized similar to actor-critic model of reinforcement learning. The task of sequence learning is solved with the proposed model to make clear how the model can be implemented.",
author = "{\c S}eng{\"o}r, \{N. Serap\} and {\"O}zkan Karabacak and Ulrich Steinmetz",
year = "2008",
doi = "10.1007/978-3-540-87559-8\_34",
language = "English",
isbn = "3540875581",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
number = "PART 2",
pages = "328--337",
booktitle = "Artificial Neural Networks - ICANN 2008 - 18th International Conference, Proceedings",
address = "Germany",
edition = "PART 2",
note = "18th International Conference on Artificial Neural Networks, ICANN 2008 ; Conference date: 03-09-2008 Through 06-09-2008",
}