Abstract:
:Systems that generate spike outputs in response to continuous inputs abound in neurophysiology. The study of their dynamics with the use of systems analysis methods has been complicated by the difference in modality of the input and output signals. When the problem is placed in the framework of Wiener's theory in discrete time, an infinite functional series is required for the formal representation of the input-output relation. This has given rise to the belief that a large number of Wiener functionals is needed in practice before a model of reasonable accuracy can be obtained. In this paper, we introduce the concept of minimum-order Wiener models for spike-output systems, and we show that a low-order Wiener model is adequate in many cases for predicting fully the timing of the output spikes.
journal_name
Biol Cybernjournal_title
Biological cyberneticsauthors
Marmarelis VZ,Citron MC,Vivo CPdoi
10.1007/BF00320482subject
Has Abstractpub_date
1986-01-01 00:00:00pages
115-23issue
2eissn
0340-1200issn
1432-0770journal_volume
54pub_type
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