Computer simulation of cerebellar information processing.

作者: Javier F. Medina , Michael D. Mauk

DOI: 10.1038/81486

关键词: ComputationCerebellumInformation processingRepresentation (systemics)NeuroscienceFunction (engineering)Computer science

摘要: Although many functions have been ascribed to the cerebellum, uniformity of its synaptic organization suggests that a single, characteristic computation may be common all. Computer simulations are useful in examining this cerebellar computation, as they inherently address function at level information processing. Progress is facilitated by factors make cerebellum particularly amenable such analysis. We review progress from two contrasting approaches. Top-down begin with hypotheses about computational mechanisms and then ask how might operate within cerebellum. Bottom-up attempt build representation reflects known cellular components accurately possible. describe recent advances these approaches leading an understanding what processes neurons synapses accomplish task.

参考文章(45)
Joseph E. Steinmetz, Christine G. Logan, Richard F. Thompson, Essential Involvement of Mossy Fibers in Projecting the CS to the Cerebellum during Classical Conditioning Springer, Boston, MA. pp. 143- 148 ,(1988) , 10.1007/978-1-4757-9610-0_14
Christof Koch, Idan Segev, The role of single neurons in information processing. Nature Neuroscience. ,vol. 3, pp. 1171- 1177 ,(2000) , 10.1038/81444
E. N., Clark L. Hull, Principles of behavior : an introduction to behavior theory The Journal of Philosophy. ,vol. 40, pp. 558- ,(1943) , 10.2307/2019960
János Szentágothai, Masao Ito, John C. Eccles, The cerebellum as a neuronal machine ,(1967)
James M. Bower, Control of Sensory Data Acquisition International Review of Neurobiology. ,vol. 41, pp. 489- 513 ,(1997) , 10.1016/S0074-7742(08)60367-0
Javier F. Medina, Keith S. Garcia, William L. Nores, Nichole M. Taylor, Michael D. Mauk, Timing Mechanisms in the Cerebellum: Testing Predictions of a Large-Scale Computer Simulation The Journal of Neuroscience. ,vol. 20, pp. 5516- 5525 ,(2000) , 10.1523/JNEUROSCI.20-14-05516.2000