Title
Mechanism-Based and Input-Output Modeling of the Key Neuronal Connections and Signal Transformations in the CA3-CA1 Regions of the Hippocampus.
Abstract
This letter examines the results of input-output (nonparametric) modeling based on the analysis of data generated by a mechanism-based (parametric) model of CA3-CA1 neuronal connections in the hippocampus. The motivation is to obtain biological insight into the interpretation of such input-output (Volterra-equivalent) models estimated from synthetic data. The insights obtained may be subsequently ...
Year
DOI
Venue
2018
10.1162/neco_a_01031
Neural Computation
Field
DocType
Volume
Parametric model,Nonlinear system,Experimental data,Data analysis,Computer science,Nonparametric statistics,Input/output,Parametric statistics,Synthetic data,Artificial intelligence,Machine learning
Journal
30
Issue
ISSN
Citations 
1
0899-7667
1
PageRank 
References 
Authors
0.35
12
7
Name
Order
Citations
PageRank
Kunling Geng151.44
Dae C Shin2245.57
Dong Song320234.25
Robert E Hampson410512.12
Sam A Deadwyler59810.89
theodore w berger638087.26
Vasilis Z Marmarelis7214.16