Search for the Interactions that Create Consciousness
1. Ajirak, Marzieh, Yuhao Liu, and Petar M. Djurić, 2022. "Ensembles of Gaussian process latent variable models,'' In Proceedings of the European Signal Processing Conference, Belgrade, Serbia
2. Butler, Kurt, Guanchao Feng, Charles B. Mikell, Sima Mofakham, and Petar M. Djurić, 2022. “Predicting latent states of dynamical systems with state-space reconstruction and Gaussian processes.” In Proceedings of the European Signal Processing Conference
3. Butler, Kurt, Guanchao Feng, and P. M. Djuric, 2022. "On causal discovery with convergent cross mapping," Transactions on Signal Processing, (submitted)
4. Cosgrove, Megan E., Jordan R. Saadon, Charles B. Mikell, Patricia L. Stefancin, Leor Alkadaa, Zhe Wang, Sabir Saluja, et al. 2022. “Thalamo-Prefrontal Connectivity Correlates with Early Command-Following after Severe Traumatic Brain Injury,” Frontiers in Neurology 13 (February): 826266
5. Cui, Chen, Paolo Banelli, and Petar M. Djurić, 2022. “Gaussian Processes for Topology Inference of Directed Graphs.” In Proceedings of the European Signal Processing Conference
6. Feng, Guanchao, Kezi Yunlong, Wang, Yilian Yuan, and P. M. Djurić, "Exploiting causality for improved prediction of patient volumes by Gaussian processes," IEEE Journal of Biomedical and Health Informatics, vol. 25(7), pp. 2487-2496, 2021.
7. Hensley, Asher and Petar M. Djurić, 2022. "Online learning for latent Yule-Simon processes,'' In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
8. Koliander, Günther, Yousef El-Laham, Petar M. Djurić, and Franz Hlawatsch, 2022. "Fusion of probability density functions,'' IEEE Proceedings, vol. 110(4), pp. 404- 453
9. Liu, Yuhao, Marzieh Ajirak, and Petar M. Djuric, 2022. "Inference with deep Gaussian process state space models,'' In Proceedings of the European Signal Processing Conference
10. Liu Yuhao and Petar M. Djurić, 2022. "Tracking the dimensions of latent spaces of Gaussian process latent variable models,'' In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing
11. Mofakham, Sima, Adam Fry, Joseph Adachi, Patricia L. Stefancin, Tim Q. Duong, Jordan R. Saadon, Nathan J. Winans, et al. 2021. “Electrocorticography Reveals Thalamic Control of Cortical Dynamics Following Traumatic Brain Injury,” Communications Biology 4 (1): 1210
12. Mofakham, Sima, Yuhao Liu, Asher Hensley, Jordan R. Saadon, Theresa Gammel, Megan E. Cosgrove, Joseph Adachi, et al. 2022. “Injury to Thalamocortical Projections Following Traumatic Brain Injury Results in Attractor Dynamics for Cortical Networks.” Progress in Neurobiology 210 (March): 102215
13. Mofakham, Sima, Jessica M. Phillips, Chen Cui, Kurt Butler, Marzieh Ajirak, Jordan Saadon, Charles B Mikell, Petar M. Djurić, and Yuri B. Saalmann, 2022. “A Computational Model of the Thalamocortical Interactions Resulting in the Mixed Selectivity of Prefrontal Cortical Cells” In Proceedings of Organization for Computational Neurosciences (OCNS)
14. Phillips, Jessica M., Niranjan A. Kambi, Michelle J. Redinbaugh, Sounak Mohanta, and Yuri B. Saalmann. 2021. “Disentangling the Influences of Multiple Thalamic Nuclei on Prefrontal Cortex and Cognitive Control.” Neuroscience and Biobehavioral Reviews 128 (September): 487–510
15. Redinbaugh, Michelle J., Mohsen Afrasiabi, Jessica M. Phillips, Niranjan A. Kambi, Sounak Mohanta, and Yuri B. Saalmann. 2022. “Thalamic Deep Brain Stimulation as a Paradigm to Reduce Consciousness: Implications for Cortico-Striatal Dynamics, Absence Epilepsy and Consciousness Studies.” PLOS Computational Biology. https://doi.org/10.1101/2021.07.27.453855
16. Redinbaugh, Michelle J., Jessica M. Phillips, Niranjan A. Kambi, Sounak Mohanta, Samantha Andryk, Gaven L. Dooley, Mohsen Afrasiabi, Aeyal Raz, and Yuri B. Saalmann. 2020. “Thalamus Modulates Consciousness via Layer-Specific Control of Cortex.” Neuron 106 (1): 66–75.e12
17. Saalmann, Yuri B., Sima Mofakham, Charles B. Mikell, and Petar M. Djurić, 2022. “Microscale Multicircuit Brain Stimulation: Achieving Real-Time Brain State Control for Novel Applications.” BioRxiv
18. Servider, John, Jordan R. Saadon, Joseph Adachi, Erica Shen, Charles B. Mikell, and Sima Mofakham, 2022. “Cortical Recordings Reveal Hidden Early Signs of Recovery Following Traumatic Brain Injury: A Case Report.” Brain Research 1786 (July): 147903.