A Neural Model for Category Learning

Author(s):  
Douglas L. Reilly ◽  
Leon N. Cooper ◽  
Charles Elbaum
2021 ◽  
Vol 15 ◽  
Author(s):  
Stephen Grossberg

This article describes a neural model of the anatomy, neurophysiology, and functions of intrinsic and extrinsic theta rhythms in the brains of multiple species. Topics include how theta rhythms were discovered; how theta rhythms organize brain information processing into temporal series of spatial patterns; how distinct theta rhythms occur within area CA1 of the hippocampus and between the septum and area CA3 of the hippocampus; what functions theta rhythms carry out in different brain regions, notably CA1-supported functions like learning, recognition, and memory that involve visual, cognitive, and emotional processes; how spatial navigation, adaptively timed learning, and category learning interact with hippocampal theta rhythms; how parallel cortical streams through the lateral entorhinal cortex (LEC) and the medial entorhinal cortex (MEC) represent the end-points of the What cortical stream for perception and cognition and the Where cortical stream for spatial representation and action; how the neuromodulator acetylcholine interacts with the septo-hippocampal theta rhythm and modulates category learning; what functions are carried out by other brain rhythms, such as gamma and beta oscillations; and how gamma and beta oscillations interact with theta rhythms. Multiple experimental facts about theta rhythms are unified and functionally explained by this theoretical synthesis.


1982 ◽  
Vol 45 (1) ◽  
pp. 35-41 ◽  
Author(s):  
Douglas L. Reilly ◽  
Leon N. Cooper ◽  
Charles Elbaum

2000 ◽  
Author(s):  
F. Gregory Ashby ◽  
Shawn W. Ell ◽  
Elliott M. Waldron
Keyword(s):  

2000 ◽  
Author(s):  
Robin D. Thomas ◽  
Melissa A. Lea ◽  
Mark D. Hammerly
Keyword(s):  

2013 ◽  
Author(s):  
Joseph Boomer ◽  
Alexandria C. Zakrzewski ◽  
Jennifer R. Johnston ◽  
Barbara A. Church ◽  
Robert Musgrave ◽  
...  

2009 ◽  
Author(s):  
Michael A. Garcia ◽  
Nate Kornell ◽  
Robert A. Bjork

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