Learning robust cortico-cortical associations with the basal ganglia: an integrative review

S Hélie, SW Ell, FG Ashby - Cortex, 2015 - Elsevier
This article focuses on the interaction between the basal ganglia (BG) and prefrontal cortex
(PFC). The BG are a group of nuclei at the base of the forebrain that are highly connected …

Multiple stages of learning in perceptual categorization: Evidence and neurocomputational theory

G Cantwell, MJ Crossley, FG Ashby - Psychonomic Bulletin & Review, 2015 - Springer
Virtually all current theories of category learning assume that humans learn new categories
by gradually forming associations directly between stimuli and responses. In information …

Model-based cognitive neuroscience: A conceptual introduction

BU Forstmann, EJ Wagenmakers - An introduction to model-based …, 2015 - Springer
This tutorial chapter shows how the separate fields of mathematical psychology and
cognitive neuroscience can interact to their mutual benefit. Historically, the field of …

An alternative evaluation of post traumatic stress disorder with machine learning methods

Sİ Omurca, E Ekinci - 2015 International Symposium on …, 2015 - ieeexplore.ieee.org
In the world we live in, people from different professions are at increased risk for depressive
symptoms and posttraumatic stress disorder (PTSD) due to hard working or extreme …

Bio-connectionist model based in the thalamo-cortical circuit

MA Chalita, D Lis - Cuadernos de Neuropsicología, 2015 - dialnet.unirioja.es
Estudios recientes sobre la interacción del tálamo con el neocórtex alimentan positivamente
la sospecha de que no sólo el neocórtex es el principal responsable de los procesos de …

Machine learning approaches for cognitive state classification and brain activity prediction: A survey

S Parida, S Dehuri, SB Cho - Current Bioinformatics, 2015 - ingentaconnect.com
The application of machine learning approaches to decode cognitive states through
functional Magnetic Resonance Imaging (fMRI) is one of the emerging fields of research …

[PDF][PDF] Bio-connectionist model based in the thalamo-cortical circuit/Modelo Bioconexionista basado en el circuito tá lamo-cortical/Modelo Bio-conexionista baseado …

D Lis - Cuadernos de Neuropsicología/Panamerican Journal …, 2015 - cnps.cl
Resumo Estudos recentes sobre a interação do tálamo com o neocórtex alimentam
positivamente a suspeita de que não só o neocórtex é o principal responsável pelo …

Articles in PresS. J Neurophysiol (October 14, 2015). doi: 10.1152/jn. 00473.2015

MJ Crossley, JC Horvitz, PD Balsam, FG Ashby - 2015 - journals.physiology.org
The basal ganglia are a collection of subcortical nuclei thought to underlie a wide variety of
vertebrate behavior. Although a great deal is known about the functional and physiological …

Parameter Dependencies in an Accumulation-to-Threshold Model of Simple Perceptual Decisions

VY Nikitin - 2015 - rave.ohiolink.edu
It is a common assumption in sequential sampling models of simple perceptual decisions
that parameters are statistically independent across trials. This thesis addresses theoretical …