Özet
Striatal medium spiny neurons (MSNs) constitute input nuclei of the basal ganglia. Most well-known dichotomous of striatal MSNs stem from dopaminergic modulation of striatal processing. Dopamine modulates excitability in striatal MSNs with a complex underlying mechanism and lack of balance in this delicate system leads to pathologies such as Parkinson’s disease. On the contrary, investigation of such a system requires simple, but yet comprehensive models that are capable of capturing complex behaviour of MSNs. We propose a reduced-computational but biologically plausible model that mimics the cell dynamics of striatal D1- and D2-type MSNs with different levels of dopamine using data from a recent study. Proposed computational model shows good matches to the MSN responses and captures some essential features of MSNs such as first spike latencies, dopamine modulated state transitions and enhanced response to depolarizing input during dopamine intervention.
| Orijinal dil | İngilizce |
|---|---|
| Ana bilgisayar yayını başlığı | Artificial Neural Networks and Machine Learning - 25th International Conference on Artificial Neural Networks, ICANN 2016, Proceedings |
| Editörler | Alessandro E.P. Villa, Paolo Masulli, Antonio Javier Pons Rivero |
| Yayınlayan | Springer Verlag |
| Sayfalar | 256-263 |
| Sayfa sayısı | 8 |
| ISBN (Basılı) | 9783319447773 |
| DOI'lar | |
| Yayın durumu | Yayınlandı - 2016 |
| Etkinlik | 25th International Conference on Artificial Neural Networks, ICANN 2016 - Barcelona, Spain Süre: 6 Eyl 2016 → 9 Eyl 2016 |
Yayın serisi
| Adı | Lecture Notes in Computer Science |
|---|---|
| Hacim | 9886 LNCS |
| ISSN (Basılı) | 0302-9743 |
| ISSN (Elektronik) | 1611-3349 |
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| ???event.eventtypes.event.conference??? | 25th International Conference on Artificial Neural Networks, ICANN 2016 |
|---|---|
| Ülke/Bölge | Spain |
| Şehir | Barcelona |
| Periyot | 6/09/16 → 9/09/16 |
Bibliyografik not
Publisher Copyright:© Springer International Publishing Switzerland 2016.
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