2 papers
cs.NE2016
Effective Connectivity-Based Neural Decoding: A Causal Interaction-Driven Approach
Saba Emrani, Hamid Krim
We propose a geometric model-free causality measurebased on multivariate delay embedding that can efficiently detect linear and nonlinear causal interactions between time series wi…
q-bio.QM2014
Robust Detection of Periodic Patterns in Gene Expression Microarray Data using Topological Signal Analysis
Saba Emrani, Hamid Krim
In this paper, we present a new approach for analyzing gene expression data that builds on topological characteristics of time series. Our goal is to identify cell cycle regulated…