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2020 – today
- 2023
[i3]Eloy Geenjaar, Donghyun Kim, Riyasat Ohib, Marlena Duda, Amrit Kashyap, Sergey M. Plis, Vince D. Calhoun:
Learning low-dimensional dynamics from whole-brain data improves task capture. CoRR abs/2305.14369 (2023)- 2022
- [b1]Amrit Kashyap:
Understanding whole brain Activity through brain Network Models. Georgia Institute of Technology, Atlanta, GA, USA, 2022 - [i2]Eloy Geenjaar, Amrit Kashyap, Noah Lewis, Robyn L. Miller, Vince D. Calhoun:
Spatio-temporally separable non-linear latent factor learning: an application to somatomotor cortex fMRI data. CoRR abs/2205.13640 (2022) - [i1]Eloy Geenjaar, Noah Lewis, Amrit Kashyap, Robyn L. Miller, Vince D. Calhoun
:
CommsVAE: Learning the brain's macroscale communication dynamics using coupled sequential VAEs. CoRR abs/2210.03667 (2022)
2010 – 2019
- 2019
- [j2]Anzar Abbas, Michaël E. Belloy, Amrit Kashyap, Jacob C. Billings, Maysam Nezafati, Eric H. Schumacher, Shella D. Keilholz:
Quasi-periodic patterns contribute to functional connectivity in the brain. NeuroImage 191: 193-204 (2019) - 2017
- [j1]Jacob C. Billings, Alessio Medda, Sadia Shakil, Xiaohong Shen, Amrit Kashyap, Shiyang Chen, Anzar Abbas, Xiaodi Zhang, Maysam Nezafati, Wen-Ju Pan, Gordon J. Berman, Shella D. Keilholz:
Instantaneous brain dynamics mapped to a continuous state space. NeuroImage 162: 344-352 (2017)
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