CNS Articles
Articles listed below focus on analysis and applications of neural network systems originally developed by CELEST faculty, including ART, ARTMAP, and BCS/FCS.
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Carpenter, G.A. |
Grossberg, S. |
|
| Abstract |
This article describes a behaviorally, physiologically, and anatomically predictive model of how circadian rhythms are generated by each suprachiasmatic nucleus (SCN) of the mammalian hypothalamus. This gated pacemaker model ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
NA ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
Some recent formal models of Pavlovian and instrumental conditioning contain internal paradoxes that restrict their predictive power. These paradoxes can be traced to an inadequate formulation of how mechanisms of ... |
|
| Categories |
Topics:
Biological Vision,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
This unit introduces current data about brightness constancy and contrast in visual perception, and shows that data of this kind are a consequence of a principle that holds in all cellular systems. Variations on this ... |
|
| Categories |
|
| Author(s) |
Grossberg, S. |
|
| Abstract |
A fundamental problem of psychophysics is an inverse problem: induce underlying cellular or network mechanisms from signal patterns. The patterns may be observed at various level: from EEG, extracellular, or intracellular ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Carpenter, G.A. |
Grossberg, S. |
|
| Abstract |
A quantitative model for the transduction dynamics whereby intracellular transmitter in a vertebrate cone mediates between light input and voltage output is analyzed. a basic postulate is that the transmitter acts to ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
This paper describes mechanisms of intracellular and intercellular adaptation that are due to spatial or temporal factors. The spatial mechanisms support self-regulating pattern formation that is capable of directing ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
Competition solves a universal problem about pattern processing by cellular systems. Competition allows cells to automatically retune their sensitivity to avoid noise and saturation effects. All competitive systems induce ... |
|
| Categories |
Topics:
Biological Learning,
Models:
Other, |
| Author(s) |
Grossberg, S. |
|
| Abstract |
This article indicates how competition between afferent data and learned feed-back expectancies can stabilize a developing code by buffering committed populations of detectors against continual erosion by new environmental ... |
|
| Categories |
|
| Author(s) |
Grossberg, S. |
|
| Abstract |
A generalized Hodgkin-Huxley model of excitable membranes is defined, and traveling wave solutions of the model are analyzed using singular perturbation methods in phase space. A complete classification determines whether a ... |
|
