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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About
About me
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Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
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publications
Multitaper Infinite Hidden Markov Model for EEG
Published in Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 2019
Recommended citation: Song, AH. , Chlon L., Soulat, H. , Tauber,J. , Subramanian, S., Ba, D , Prerau, MJ.
State space oscillator models to identify and parameterize oscillatory signals in EEG
Published in COSYNE, 2020
Recommended citation: Beck, A., Soulat, H., Stephen ,E. , Purdon, PL.
Association Between Lower Preoperative Cognition With Intraoperative Electroencephalographic Features Consistent With Deep States of Anesthesia in Older Patients: An Observational Cohort Study
Published in Anesthesia & Analgesia, 2021
Recommended citation: Gutiérrez, Rodrigo G.; Egaña, José I.; Maldonado, Felipe A.; Sáez, Iván A. CK; Reyes, Fernando I.; Soulat, Hugo; Purdon, Patrick L
Probabilistic Tensor Decomposition of NeuralPopulation Spiking Activity (Accepted with spotlight)
Published in NEURIPS: Neural Information Processing Systems, 2021
Recommended citation: Soulat,H., Keshavarzi,S., Margrie, TW. & Sahani, M.
State space methods for phase amplitude coupling analysis
Published in Scientific Reports, 2022
Recommended citation: Soulat, H., Beck, A., Stephen ,E. , Purdon, PL.
Amortised Inference in Structured Generative Models with Explaining Away
Published in NEURIPS: Neural Information Processing Systems, 2022
Recommended citation: Yu. C, Soulat. H, Burgess. N, Sahani. M
Unsupervised representational learning with recognition-parametrised probabilistic models
Published in arXiv, 2022
Recommended citation: Walker. W*, Soulat. H*, Yu. C, Sahani. M
talks
Neurips 2021 Spotlight
Published:
Spotlight Presentation Probabilistic Tensor Decomposition of Neural Population Spiking Activity
teaching
Volonteer Mentor. Social mobility and diversity program.
Volonteer Mentoring., , 2019
In2scienceUK. Volonteer Mentor. Social mobility and diversity program.
Systems and Theoretical Neuroscience
Master Level Neuroscience Class., UCL - SWC, 2020
Systems and Theoretical Neuroscience. Teaching Assistant. Master Level Neuroscience Class.
Probabilistic and Unsupervised Learning
Master Level Machine Learning Class., UCL - CS, 2020
Probabilistic and Supervised Learning, Teaching Assistant. Master Level Machine Learning Class.
Approximate Inference and Learning in Probabilistic Models
Master Level Machine Learning Class, UCL - CS, 2020
Approximate Inference and Learning in Probabilistic Models. Teaching Assistant. Master Level Machine Learning Class.