Research — Keiland W. Cooper

2026

Neurodatascience: Past, Present, and Future

Cooper, K. W., Shahbaba, B., & Fortin, N. J.

Data Science in Science, 5(1), 2619222.

2026

Granger causality for mixed time series generalized linear models: A case study on multimodal brain connectivity

Piancastelli, L. S. C., Barreto-Souza, W., Fortin, N. J., Cooper, K. W., & Ombao, H.

The Annals of Applied Statistics, 20(2), 1541–1561.

2026

Multistep inference across the human lifespan can be improved with individualized memory interventions

Noh, S. M., Cooper, K. W., Guo, S., Zhou, D., Stark, C. E. L., & Bornstein, A. M.

The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences.

2026

ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding

Liang, Z., Poursiami, H., Yang, Z., Cooper, K., Jaiswal, A., Parsa, M., Fortin, N., et al.

arXiv preprint arXiv:2602.21446.

2026

Sparsity and memory constraints interact with training sequence to bias learning of associative maps

Noh, S. M., Zhou, D., Cooper, K. W., Guo, S., Dinh, E. T., & Bornstein, A. M.

Neuropsychologia, 109396.

2025

Wavelet Canonical Coherence for Nonstationary Signals (spotlight)

Wu, H., Knight, M. I., Cooper, K. W., Fortin, N. J., & Ombao, H.

NeurIPS 2025.

2025

A scalable reinforcement learning framework inspired by hippocampal memory mechanisms for efficient contextual and sequential decision making

Poursiami, H., Moshruba, A., Cooper, K. W., Gobin, D., Kaiser, M. A. A., Singh, A., et al.

Scientific Reports, 15(1), 25221.

2025

Optimal Transport based Cross-Domain Integration for Heterogeneous Data

Yuan, Y., Zhang, Y., Shahbaba, B., Fortin, N., Cooper, K., Nie, Q., & Qu, A.

Journal of the American Statistical Association, 120(551), 1449–1462.

2025

Methods for Brain Connectivity Analysis with Applications to Rat Local Field Potential Recordings

El-Yaagoubi, A. B., Aslan, S., Gomawi, F., Redondo, P. V., Roy, S., Sultan, M. S., et al.

Entropy, 27(4), 328.

2025

Challenges that novices face in applying core concepts to neuroscience contexts

Cooper, K. W., Tran, E. H., McIntosh, B. O., Lam, T., Tat, C. T., Gallegos, D. M., et al.

Frontiers in Education, 10, 1488892.

2025

Sparse distributed memory constraints drive representational change as a function of temporal learning sequence

Zhou, D., Noh, S. M., Cooper, K., Guo, J., Dinh, E., & Bornstein, A.

Proceedings of the Annual Meeting of the Cognitive Science Society, 47.

2024

A model-agnostic graph neural network for integrating local and global information

Zhou, W., Qu, A., Cooper, K. W., Fortin, N., & Shahbaba, B.

Journal of the American Statistical Association, 1–14.

2024

Possible roles of phytochemicals with bioactive properties in the prevention of and recovery from COVID-19

Koyama, S., Joseph, P. V., Shields, V. D. C., Heinbockel, T., Adhikari, P., Kaur, R., et al.

Frontiers in Nutrition, 11, 1408248.

2024

Giving a Voice to Patients With Smell Disorders Associated With COVID-19: Cross-Sectional Longitudinal Analysis Using Natural Language Processing of Self-Reports

Menger, N. S., Tognetti, A., Farruggia, M. C., Mucignat, C., Bhutani, S., Cooper, K. W., et al.

JMIR Public Health and Surveillance, 10, e47064.

2023

Continual Causality: A Retrospective of the Inaugural AAAI-23 Bridge Program

Mundt, M., Cooper, K. W., Dhami, D. S., Ribeiro, A., Smith, J. S., Bellot, A., & Hayes, T.

AAAI Bridge Program on Continual Causality, 1–10.

2023

Covid-19 affects taste independent of taste–smell confusions: results from a combined chemosensory home test and online survey from a large global cohort

Nguyen, H., Albayay, J., Höchenberger, R., Bhutani, S., Boesveldt, S., et al.

Chemical Senses, 48, bjad020.

2022

Hippocampal ensembles represent sequential relationships among an extended sequence of nonspatial events

Shahbaba, B., Li, L., Agostinelli, F., Saraf, M., Cooper, K. W., Haghverdian, D., Elias, G. A., Baldi, P., & Fortin, N. J.

Nature Communications, 13, 787.

2022

A follow-up on quantitative and qualitative olfactory dysfunction and other symptoms in patients recovering from COVID-19 smell loss

Ohla, K., Veldhuizen, M. G., Green, T., Hannum, M. E., Bakke, A. J., Moein, S. T., et al.

Rhinology.

2021

Avalanche: An End-to-End Library for Continual Learning

Lomonaco, V., Pellegrini, L., Cossu, A., Carta, A., Graffieti, G., Hayes, T. L., Cooper, K. W., et al.

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 3600–3610.

2020

Recent Smell Loss Is the Best Predictor of COVID-19 Among Individuals With Recent Respiratory Symptoms

Gerkin, R. C., Ohla, K., Veldhuizen, M. G., Joseph, P. V., Kelly, C. E., Bakke, A. J., Cooper, K. W., et al.

Chemical Senses.

2020

Smell and Taste Changes Are Early Indicators of the COVID-19 Pandemic and Political Decision Effectiveness

Pierron, D., Pereda-Loth, V., Mantel, M., et al.

Nature Communications, 11, 5152.

2020

More Than Smell — COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis

Parma, V., Ohla, K., Veldhuizen, M. G., Niv, M. Y., Kelly, C. E., Bakke, A. J., Cooper, K. W., et al.

Chemical Senses, 45(7), 609–622.

2020

COVID-19 and the Chemical Senses: Supporting Players Take Center Stage

Cooper, K. W., Brann, D. H., Farruggia, M. C., Bhutani, S., Pellegrino, R., Tsukahara, T., Weinreb, C., Joseph, P. V., Larson, E. D., Parma, V., Albers, M. W., Barlow, L. A., Datta, S. R., & Di Pizio, A.

Neuron, 107(2), 219–233.

2020

Coronaviruses and the Chemical Senses: Past, Present, and Future

Pellegrino, R., Cooper, K. W., Di Pizio, A., Joseph, P. V., Bhutani, S., & Parma, V.

Chemical Senses, 45(6), 415–422.

2020

Medial Entorhinal Cortex Activates in a Traveling Wave in the Rat

Hernández-Pérez, J. J., Cooper, K. W., & Newman, E. L.

eLife, 9.

2018

Can the Machine Understand: An Evidence Based Approach to the Chinese Room

Cooper, K. W.

IU Journal of Undergraduate Research, 4(1), 82–85.