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NIHR Queen Square Dementia Biomedical Research Unit

United Kingdom

2 papers here2 citations across 2
fields
  • cond-mat.stat-mech1
  • cs.LG1
ROR 04ksb3515OpenAlex

affiliations via OpenAlex

most citedA framework for the use of generative modelling in non-equilibrium statistical mechanics

1 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • D. A. R. Sakthivadivel1 · h 7
  • K. Friston1 · h 23
  • M. Ramstead1 · h 27
  • Mythirayee S1 · h 1
  • R. Bapi1 · h 23
  • S. Bose1 · h 1
  • Srijitesh Rajendran1 · h 0
  • S. Sharma1 · h 2
  • Suvadeep Maiti1 · h 2
  • Tapabrata Chakraborti1 · h 7
collaborating institutions
  • Queen Mary University of LondonGB2 papers
  • University College LondonGB2 papers
  • Indian Institute of Technology HyderabadIN1 paper
  • National Institute of Mental Health and NeurosciencesIN1 paper
  • The Alan Turing InstituteGB1 paper
  • The Graduate Center, CUNYUS1 paper

2 papers

cs.LG2026★ 1 cited

AI Generalisation Gap In Comorbid Sleep Disorder Staging

Saswata Bose, Suvadeep Maiti, Shivam Kumar Sharma +4

Accurate sleep staging is essential for diagnosing OSA and hypopnea in stroke patients. Although PSG is reliable, it is costly, labor-intensive, and manually scored. While deep lea…

cond-mat.stat-mech2024★ 1 cited

A framework for the use of generative modelling in non-equilibrium statistical mechanics

Karl J Friston, Maxwell J D Ramstead, Dalton A R Sakthivadivel

We discuss an approach to mathematically modelling systems made of objects that are coupled together, using generative models of the dependence relationships between states (or tra…

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