Publications in VIVO

Co-author Network

Colunga, Eliana Associate Professor

Positions

Associate Professor, Psychology and Neuroscience
Associate Professor, Computer Science

Research Areas

Research

keywords

word learning, computational modeling, neural networks

Publications

selected publications

chapter
conference proceeding
- Predicting a child’s trajectory of lexical acquisition. 196-201. 2015
- Interactions in the Development of Skilled Word Learning in Neural Networks and Toddlers. IEEE International Conference on Development and Learning : [proceedings]. IEEE International Conference on Development and Learning. 2012
- Bilingual and Monolingual Children Attend to Object Properties Differently in a Word Learning Task. Proceedings of the ... Annual Boston University Conference on Language Development. Boston University Conference on Language Development. 73-84. 2010
- Comparing Apples to Fruit: Parent's Comparisons of Labels are Related to First and Second Label Learning. 1356-1361. 2010
- When Comparison Helps: The Role of Language, Prior Knowledge and Similarity in Categorizing Novel Objects. 399-404. 2010
- The effect of familiarity and semantics on early acquisition of Japanese numeral classifiers. Proceedings of the ... Annual Boston University Conference on Language Development. Boston University Conference on Language Development. 607-618. 2005
- The effect of priming on preschooler's extension of novel words - How far can 'dumb' processes go?. Proceedings of the ... Annual Boston University Conference on Language Development. Boston University Conference on Language Development. 96-106. 2005
- Dumb mechanisms make smart concepts. 239-243. 2004
journal article
- Quantifying the Role of Vocabulary Knowledge in Predicting Future Word Learning. IEEE Transactions on Cognitive and Developmental Systems. 148-159. 2020
- Network Growth Modeling to Capture Individual Lexical Learning. Complexity. 2019
- Reproducibility and a unifying explanation: Lessons from the shape bias. Infant Behavior and Development. 156-165. 2019
- Not Only Size Matters: Early-Talker and Late-Talker Vocabularies Support Different Word-Learning Biases in Babies and Networks. Cognitive Science. 73-95. 2017
- How words anchor categorization: conceptual flexibility with labeled and unlabeled categories. Language and Cognition. 219-238. 2015
- Beyond modeling abstractions: learning nouns over developmental time in atypical populations and individuals. Frontiers in Psychology. 2013
- Bilingual and monolingual children attend to different cues when learning new words. Frontiers in Psychology. 2012
- Developing catagories and concepts; Smith, L. B., & Colunga, E. (2012). Developing categories and concepts. In Spivey, M., Joanisse, M. & McRae, K. (Eds.) The Cambridge Handbook of Psycholinguistics. Cambridge University Press. 2012
- Words can slow down category learning (vol 18, pg 798, 2011). Psychonomic Bulletin and Review. 1033-1033. 2011
- Words can slow down category learning. Psychonomic Bulletin and Review. 798-804. 2011
- Knowledge as Process: Contextually Cued Attention and Early Word Learning. Cognitive Science. 1287-1314. 2010
- Correlation versus prediction in children's word learning: Cross-linguistic evidence and simulations.. Language and Cognition. 197-217. 2009
- More than a matter of getting 'unstuck': flexible thinkers use more abstract representations than perseverators. Developmental Science. 662-669. 2009
- Flexibility and variability: Essential to human cognition and the study of human cognition. New Ideas in Psychology. 174-192. 2008
- Knowledge embedded in process: the self-organization of skilled noun learning. Developmental Science. 195-203. 2008
- From the lexicon to expectations about kinds: A role for associative learning. Psychological Review. 347-382. 2005
- The emergence of abstract ideas: evidence from networks and babies. Philosophical Transactions of the Royal Society B: Biological Sciences. 1205-1214. 2003
- Whose DAM account? Attentional learning explains Booth and Waxman. Cognition. 209-213. 2003

Teaching

courses taught

PSYC 4011 - Senior Thesis
Primary Instructor - Fall 2018 / Fall 2019 / Spring 2020
Critically reviews some aspect of psychological literature, scholarly analysis of a major psychological issue, and/or empirical research project. See the psychology honors director for further information.
PSYC 4145 - Advanced Cognitive Psychology
Primary Instructor - Fall 2018 / Fall 2019
Advanced course in human cognitive processes. Covers key aspects of cognition, such as perception, attention, learning, memory, language and thinking. Discusses major theories and ideas in terms of the research they have inspired. Emphasis varies with instructor. One lab per week and a research project is required. Same as PSYC 5145.
PSYC 5815 - Language Proseminar
Primary Instructor - Spring 2020
Introduction to research on human language. A required proseminar for Cognitive Psychology Ph.D. students. Covers research at the cognitive, neural, and computational levels. Addresses phenomena at the levels of phonology, grammar, and meaning. Emphasizes interrelationships between language and other domains of cognition (perception, memory, executive function). Graduate students in all programs and advanced undergraduates welcome with instructor consent. May be repeated up to 4 total credit hours.
PSYC 6951 - Master's Thesis
Primary Instructor - Fall 2019 / Spring 2020
May be repeated up to 7 total credit hours.

Background

education and training

Ph.D., Indiana University Bloomington 2002
M.S., Technology Institute of Monterrey (ITESM) (Mexico) 1994
B.S., Technology Institute of Monterrey (ITESM) (Mexico) 1991

International Activities

global connections related to teaching and scholarly work (in recent years)

Mexico Country
North America Continent