Connectivity Estimation
7 papers with code • 0 benchmarks • 2 datasets
Benchmarks
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Most implemented papers
Caulking the Leakage Effect in MEEG Source Connectivity Analysis
Simplistic estimation of neural connectivity in MEEG sensor space is impossible due to volume conduction.
Learning to Cluster Faces via Confidence and Connectivity Estimation
With the vertex confidence and edge connectivity, we can naturally organize more relevant vertices on the affinity graph and group them into clusters.
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs
Determining functional brain connectivity is crucial to understanding the brain and neural differences underlying disorders such as autism.
Differential Covariance: A New Class of Methods to Estimate Sparse Connectivity from Neural Recordings
In all of our simulated data, the differential covariance-based methods achieved better or similar performance to the GLM method and required fewer data samples.
Online neural connectivity estimation with ensemble stimulation
One of the primary goals of systems neuroscience is to relate the structure of neural circuits to their function, yet patterns of connectivity are difficult to establish when recording from large populations in behaving organisms.
Capacitance Resistance Model and Recurrent Neural Network for Well Connectivity Estimation : A Comparison Study
This report serves as a technical guide to the python-based implementation of the CRM model available from the associated GitHub repository.
Local Connectivity-Based Density Estimation for Face Clustering
For this purpose, we propose a reliable density estimation algorithm based on local connectivity between K nearest neighbors (KNN).