2 papers
q-bio.NC2025
CITS: Nonparametric Statistical Causal Modeling for High-Resolution Neural Time Series
Rahul Biswas, SuryaNarayana Sripada, Somabha Mukherjee +1
Identifying causal interactions in complex dynamical systems is a fundamental challenge across the computational sciences. Existing functional connectivity methods capture correlat…
stat.ME2023
Inferring Causality from Time Series data based on Structural Causal Model and its application to Neural Connectomics
Rahul Biswas, SuryaNarayana Sripada, Somabha Mukherjee
Inferring causation from time series data is of scientific interest in different disciplines, particularly in neural connectomics. While different approaches exist in the literatur…