HKUST Library Institutional Repository Banner

HKUST Institutional Repository >
Computer Science and Engineering >
CSE Technical Reports >

Please use this identifier to cite or link to this item: http://hdl.handle.net/1783.1/13
Title: Transient responses in dynamical neural models
Authors: Stiber, Michael
Segundo, Jose P.
Issue Date: Mar-1994
Series/Report no.: Computer Science Technical Report ; HKUST-CS94-6
Abstract: We consider the input/output behavior of a realistic dynamical neural model in comparison to those typically used in artificial neural networks. We have found that such models duplicate well those behaviors seen in living neurons, displaying a range of behaviors commonly seen in a wide variety of nonlinear dynamical systems. This is not captured well by weighted sum/monotonic transfer function models. An example of the consequences of nonlinear dynamics in neural responses is presented for monotonically changing input transients.
URI: http://hdl.handle.net/1783.1/13
Appears in Collections:CSE Technical Reports

Files in This Item:

File Description SizeFormat
tr94-6.pdf33KbAdobe PDFView/Open

All items in this Repository are protected by copyright, with all rights reserved.