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graph_indices.txt
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Average clustering for open eyes matrix graph: 0.2916532140923494
Average shortest path lenght for open eyes matrix graph: 1.2098214285714286
Top 10 highest degree channel for graph
['P1..', 'F5..', 'Fz..', 'Po4.', 'F1..', 'F6..', 'Pz..', 'Af4.', 'F3..', 'P3..']
Top 10 highest in-degree channel graph
['Po4.', 'Fz..', 'F6..', 'Af4.', 'F1..', 'F3..', 'Oz..', 'Cpz.', 'Pz..', 'Po3.']
Top 10 highest out-degree channel for graph
['P1..', 'F5..', 'Af7.', 'Af3.', 'F7..', 'Ft7.', 'Fc6.', 'Fc5.', 'Fz..', 'T7..']
Average clustering for closed eyes matrix graph: 0.3310676304882518
Average shortest path lenght for closed eyes matrix graph: 1.7589285714285714
Top 10 highest degree channel for graph
['F1..', 'F3..', 'Fz..', 'Po8.', 'Ft7.', 'Po3.', 'Poz.', 'Po4.', 'F4..', 'F6..']
Top 10 highest in-degree channel graph
['F3..', 'F1..', 'Fz..', 'Oz..', 'Fp1.', 'F6..', 'P8..', 'Af4.', 'F4..', 'Po3.']
Top 10 highest out-degree channel for graph
['Po8.', 'F1..', 'Poz.', 'Ft7.', 'Ft8.', 'P2..', 'P6..', 'Po7.', 'Po3.', 'Po4.']
SMALL_WORLDNESS
Run experiment for G_open
number of nodes and edges for erdos renyi graph 64 399
sigma 6.2991915707384045
Graph is small world!
for p = 0.1 sigma = 6.2991915707384045
-------------------------------
number of nodes and edges for erdos renyi graph 64 460
sigma 4.7773277219440455
Graph is small world!
for p = 0.11 sigma = 4.7773277219440455
-------------------------------
number of nodes and edges for erdos renyi graph 64 500
sigma 4.157311080107645
Graph is small world!
for p = 0.12 sigma = 4.157311080107645
-------------------------------
number of nodes and edges for erdos renyi graph 64 506
sigma 3.935787537525452
Graph is small world!
for p = 0.13 sigma = 3.935787537525452
-------------------------------
number of nodes and edges for erdos renyi graph 64 530
sigma 4.0672099618733375
Graph is small world!
for p = 0.14 sigma = 4.0672099618733375
-------------------------------
Run experiment for G_close
number of nodes and edges for erdos renyi graph 64 392
sigma 5.259391087037947
Graph is small world!
for p = 0.1 sigma = 5.259391087037947
-------------------------------
number of nodes and edges for erdos renyi graph 64 423
sigma 4.270979313815294
Graph is small world!
for p = 0.11 sigma = 4.270979313815294
-------------------------------
number of nodes and edges for erdos renyi graph 64 443
sigma 3.6318264988351197
Graph is small world!
for p = 0.12 sigma = 3.6318264988351197
-------------------------------
number of nodes and edges for erdos renyi graph 64 524
sigma 3.10104836709857
Graph is small world!
for p = 0.13 sigma = 3.10104836709857
-------------------------------
number of nodes and edges for erdos renyi graph 64 534
sigma 3.0260975436045396
Graph is small world!
for p = 0.14 sigma = 3.0260975436045396
-------------------------------
For weighted matrix
Average clustering for open eye graph: 0.2916532140923494
Average shortest path lenght for open eye graph: 1.2098214285714286
Top 10 highest degree channel for graph
['P1..', 'F5..', 'Fz..', 'Po4.', 'F1..', 'F6..', 'Pz..', 'Af4.', 'F3..', 'P3..']
Top 10 highest in-degree channel graph
['Po4.', 'Fz..', 'F6..', 'Af4.', 'F1..', 'F3..', 'Oz..', 'Cpz.', 'Pz..', 'Po3.']
Top 10 highest out-degree channel for graph
['P1..', 'F5..', 'Af7.', 'Af3.', 'F7..', 'Ft7.', 'Fc6.', 'Fc5.', 'Fz..', 'T7..']
Average clustering for closed eye graph: 0.35281968301435285
Average shortest path lenght for closed eye graph: 1.6118551587301588
Top 10 highest degree channel for graph
['F1..', 'F3..', 'Fz..', 'P8..', 'Po8.', 'F4..', 'P4..', 'Po3.', 'Ft7.', 'Poz.']
Top 10 highest in-degree channel graph
['Fp1.', 'Oz..', 'F1..', 'F4..', 'P8..', 'Fz..', 'F3..', 'Af4.', 'F2..', 'F6..']
Top 10 highest out-degree channel for graph
['P4..', 'P2..', 'F7..', 'F3..', 'F1..', 'Ft7.', 'Poz.', 'P5..', 'P6..', 'Po7.']
Study the behaviour of global graph indices in function of network density for open eye graph
Format: (Average Clustering, Average Shortest Path Lenght)
for density 0.15 ---->
0.2738245680620756 0.6899801587301587
for density 0.2 ---->
0.2916532140923494 1.2098214285714286
for density 0.3 ---->
0.29912802437810515 1.3742559523809523
for density 0.5 ---->
0.3711281791279416 2.3874007936507935
Study the behaviour of global graph indices in function of network density for resting state graph
Format: (Average Clustering, Average Shortest Path Lenght)
for density 0.15 ---->
0.3201634082899073 1.8799603174603174
for density 0.2 ---->
0.3310676304882518 1.7589285714285714
for density 0.3 ---->
0.36206745909375776 1.5766369047619047
for density 0.5 ---->
0.4066262551001674 1.6721230158730158