Charles Zheng
Recent Publications
A unitary representational space for abstract and concrete concepts derived from human similarity judgments
Persichetti A., Zheng C., Li T., Gotts S., Pereira F., Martin A.
Format-invariant semantic dimensions structure food similarity judgments
Avery J., Zheng C., Candy C., Persichetti A., Martin A.
Multivariate prediction of temper outbursts in a sample of youth enriched for irritability using ecological momentary assessment data: A registered report
Saha D., Naim R., Pereira F., Brotman M.A., Zheng C.Y. in PLoS one, vol. 30 (3), 2025
A Highly Replicable Decline in Mood During Rest and Simple Tasks
"A Highly Replicable Decline in Mood During Rest and Simple Tasks" Jangraw D., Keren H., Sun H., Bedder R., Rutledge R., Pereira F., Thomas A., Pine D., Zheng C., Nielson D., Stringaris A. Nature Human Behaviour 7 (4), 596-610, 2023
VICE: Variational Interpretable Concept Embeddings
"VICE: Variational Interpretable Concept Embeddings" Muttenthaler L., Zheng C., McClure P., Vandermeulen R., Hebart M., Pereira F. in Neural Information Processing Systems, 2022
Working memory and reward increase the accuracy of animal location encoding in the medial prefrontal cortex
"Working memory and reward increase the accuracy of animal location encoding in the medial prefrontal cortex" Ma X., Zheng C., Chen Y., Pereira F., Zheng L. Cerebral Cortex, 2022, 1-15
Magnetoencephalographic Correlates of Mood and Reward Dynamics in Human Adolescents
"Magnetoencephalographic Correlates of Mood and Reward Dynamics in Human Adolescents" Liuzzi, L., Chang, K.K., Zheng, C., Keren, H., Saha, D., Nielson, D.M. and Stringaris, A. Cerebral Cortex, 2021
The temporal representation of experience in subjective mood
"The temporal representation of experience in subjective mood" Keren H., Zheng C., Jangraw D. C., Chang K., Vitale A., Nielson D., Rutledge R. B., Pereira F., Stringaris A. eLife 2021
The temporal representation of experience in subjective mood
"The temporal representation of experience in subjective mood" Keren H., Zheng C., Jangraw D. C., Chang K., Vitale A., Nielson D., Rutledge R. B., Pereira F., Stringaris A. eLife 2021
Revealing the multidimensional mental representations of natural objects underlying human similarity judgments
"Revealing the multidimensional mental representations of natural objects underlying human similarity judgments" Hebart, M., Zheng, C., Pereira, F., Baker, C. Nature Human Behaviour, 2020
Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks
"Knowing What You Know in Brain Segmentation Using Bayesian Deep Neural Networks" McClure, P., Rho, N., Lee, J., Kaczmarzyk, J., Zheng, C., Ghosh, S., Nielson, D., Thomas, A., Bandettini, P., Pereira, F. Frontiers in Neuroinformatics, 2019
Revealing interpretable object representations from human behavior
"Revealing interpretable object representations from human behavior" Zheng, C., Pereira, F., Baker, C., Hebart, M. International Conference on Learning Representations, 2019
Subtle predictive movements reveal actions regardless of social context
"Subtle predictive movements reveal actions regardless of social context" McMahon, E.G., Zheng, C.Y., Pereira, F., Gonzalez, R., Ungerleider, L.G. and Vaziri-Pashkam, M. Journal of vision 19 (7), 16-16, 2019
Distributed Weight Consolidation: A Brain Segmentation Case Study
"Distributed Weight Consolidation: A Brain Segmentation Case Study" McClure P., Zheng C., Kaczmarzyk J., Rogers-Lee J., Ghosh S., Nielson D., Bandettini P., Pereira F. Neural Information Processing Systems, 2018
Extrapolating Expected Accuracies for Large Multi-Class Problems
"Extrapolating Expected Accuracies for Large Multi-Class Problems" Zheng, C., Achanta R., Benjamini. Y. Journal of Machine Learning Research vol. 19. 2018.