Reinforcement learning in depression: A review of computational research

C Chen, T Takahashi, S Nakagawa, T Inoue… - … & Biobehavioral Reviews, 2015 - Elsevier
Despite being considered primarily a mood disorder, major depressive disorder (MDD) is
characterized by cognitive and decision making deficits. Recent research has employed …

Single and multiple systems in categorization and category learning

JP Minda, CL Roark, P Kalra, A Cruz - Nature Reviews Psychology, 2024 - nature.com
Learning to classify the world into categories is fundamental to human cognition. Some
categorizations seem to be made explicitly based on rules whereas other categorizations …

Transcranial infrared laser stimulation improves rule-based, but not information-integration, category learning in humans

NJ Blanco, CL Saucedo, F Gonzalez-Lima - Neurobiology of learning and …, 2017 - Elsevier
This is the first randomized, controlled study comparing the cognitive effects of transcranial
laser stimulation on category learning tasks. Transcranial infrared laser stimulation is a new …

[HTML][HTML] Goal-oriented and habitual decisions: Neural signatures of model-based and model-free learning

Y Huang, ZA Yaple, R Yu - NeuroImage, 2020 - Elsevier
Human decision-making is mainly driven by two fundamental learning processes: a slow,
deliberative, goal-directed model-based process that maps out the potential outcomes of all …

Incidental learning of sound categories is impaired in developmental dyslexia

Y Gabay, LL Holt - cortex, 2015 - Elsevier
Developmental dyslexia is commonly thought to arise from specific phonological
impairments. However, recent evidence is consistent with the possibility that phonological …

The role of corticostriatal systems in speech category learning

HG Yi, WT Maddox, JA Mumford… - Cerebral …, 2016 - academic.oup.com
One of the most difficult category learning problems for humans is learning nonnative
speech categories. While feedback-based category training can enhance speech learning …

Task-general and acoustic-invariant neural representation of speech categories in the human brain

G Feng, Z Gan, S Wang, PCM Wong… - Cerebral …, 2018 - academic.oup.com
A significant neural challenge in speech perception includes extracting discrete phonetic
categories from continuous and multidimensional signals despite varying task demands and …

Toward a dual-learning systems model of speech category learning

B Chandrasekaran, SR Koslov, WT Maddox - Frontiers in psychology, 2014 - frontiersin.org
More than two decades of work in vision posits the existence of dual-learning systems of
category learning. The reflective system uses working memory to develop and test rules for …

Individual differences in phonetic plasticity across native and nonnative contexts

CC Heffner, EB Myers - Journal of Speech, Language, and Hearing …, 2021 - ASHA
Purpose Individuals vary in their ability to learn the sound categories of nonnative
languages (nonnative phonetic learning) and to adapt to systematic differences, such as …

Working memory relates to individual differences in speech category learning: Insights from computational modeling and pupillometry

JR McHaney, R Tessmer, CL Roark… - Brain and …, 2021 - Elsevier
Across two experiments, we examine the relationship between individual differences in
working memory (WM) and the acquisition of non-native speech categories in adulthood …