Neural dynamics of the basal ganglia during perceptual, cognitive, and motor learning and gating

S Grossberg - The basal ganglia: Novel perspectives on motor and …, 2016 - Springer
This article summarizes neural models that simulate how the basal ganglia contribute to
associative and reinforcement learning, and to movement gating, in multiple brain systems …

Resonant cholinergic dynamics in cognitive and motor decision-making: attention, category learning, and choice in neocortex, superior colliculus, and optic tectum

S Grossberg, J Palma, M Versace - Frontiers in Neuroscience, 2016 - frontiersin.org
Freely behaving organisms need to rapidly calibrate their perceptual, cognitive, and motor
decisions based on continuously changing environmental conditions. These plastic changes …

Phoneme restoration and empirical coverage of Interactive Activation and Adaptive Resonance models of human speech processing

S Grossberg, S Kazerounian - The Journal of the Acoustical Society of …, 2016 - pubs.aip.org
Magnuson [J. Acoust. Soc. Am. 137, 1481–1492 (2015)] makes claims for Interactive
Activation (IA) models and against Adaptive Resonance Theory (ART) models of speech …

Bio-inspired method and apparatus for feature detection with spiking dynamics

SE Chelian, N Srinivasa - US Patent 9,443,189, 2016 - Google Patents
Described is a system, method, and computer program product for feature detection with
spiking dynamics. The system is configured to perform operations of first receiving an input …

Topological Gaussian ARTs with Short-Term and Long-Term Memory for Map Building and Fuzzy Motion Planning

CW Hong, LC Kiong, K Naoyuki - International Journal of Artificial …, 2016 - igi-global.com
This paper proposes a cognitive architecture for building a topological map incrementally
inspired by beta oscillations during place cell learning in hippocampus. The proposed …

Investigating connectivity in brain-like networks

U Esposito - 2016 - etheses.whiterose.ac.uk
Experimental research over the last two decades has shown that the anatomical connectivity
among neurons is largely non-random across brain areas. This complex organisation …

Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells: Space, Time, Attention and Oscillations

S Grossberg - Seminal Contributions to Modelling and Simulation: 30 …, 2016 - Springer
The GridPlaceMap neural model explains and simulates how both entorhinal grid cells and
hippocampal place cells may develop as spatial categories in a hierarchy of self-organizing …