BiLex
Released 2021
Download at GitHub.

A self-organizing map model of bilingual aphasia.

People
Peggy Fidelman Formerly affiliated Ph.D. Student peggyf [at] cs utexas edu
Uli Grasemann Postdoctoral Alumni uli [at] cs utexas edu
Swathi Kiran Collaborator kirans [at] bu edu
Publications
Predicting language treatment response in bilingual aphasia using neural network-based patient models 2021
Uli Grasemann, Claudia Peñaloza, Maria Dekhtyar, Risto Miikkulainen, and Swathi Kiran , Scientific Reports, Vol. 11, 10497 (2021), pp. 1-11.
BiLex: A computational approach to the effects of age of acquisition and language exposure on bilingual lexical access 2019
Claudia Peñaloza, Uli Grasemann, Maria Dekhtyar, Risto Miikkulainen, and Swathi Kiran, Brain and Language, Vol. 195, 104643 (2019).
Evolutionary Optimization of Neural-Network Models of Human Behavior 2019
Uli Grasemann, Risto Miikkulainen, Claudia Peñaloza, Maria Dekhtyar, and Swathi Kiran, Proceedings of the International Conference on Cognitive Modeling (2019).
Projects
Computational and Behavioral Evidence for Bilingual Aphasia Rehabilitation 2008 - 2011
Areas of Interest
Cognitive Science Computational Neuroscience Natural Language Processing (Cognitive) Unsupervised Learning, Clustering, and Self-Organization
Labs
Neural Networks