19 citations · 67 across the 10 of their papers we have counts for
5 papers · 1 filter
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…
Application of Time-Aware PC algorithm to compute Causal Functional Connectivity in Alzheimer's Disease from fMRI data
Rahul Biswas, SuryaNarayana Sripada
Functional Connectivity between brain regions is known to be altered in Alzheimer's disease, and promises to be a biomarker for early diagnosis of the disease. While several approa…
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm
Rahul Biswas, Eli Shlizerman
The representation of the flow of information between neurons in the brain based on their activity is termed the causal functional connectome. Such representation incorporates the…
Statistical Perspective on Functional and Causal Neural Connectomics: A Comparative Study
Rahul Biswas, Eli Shlizerman
Representation of brain network interactions is fundamental to the translation of neural structure to brain function. As such, methodologies for mapping neural interactions into st…
Neuro-PC: Causal Functional Connectivity from Neural Dynamics
Rahul Biswas, Eli Shlizerman
Functional connectome extends the anatomical connectome by capturing the relations between neurons according to their activity and interactions. When these relations are causal, th…