We categorize the behaviors into three types :
We define Overlapping Waves as patterns of behaviors that follow all of the three following criterions.
img_path = "../data/2016-01-26_14-37-37-Tools-cogsci-xp1/img/"
analysis_results = {}
from IPython.display import Image, HTML, display
from glob import glob
def analysis(config):
im_list = []
imagesList=''.join( ["<img style='width: 90px; height: 60px; margin: 2px; float: left; border: 1px solid black;' src='%s' />" % str(s)
for s in [img_path + '{}-log{}-events-100000.png'.format(config, trial) for trial in range(1, 101)]])
#print imagesList
display(HTML(imagesList))
analysis(config)
analysis_results["F-RmB"] = 0
analysis("F-RGB")
analysis_results["F-RGB"] = 0
analysis("H-RGB-RMB")
trials_criterion_ok = [
1,0,1,1,1,0,1,1,1,0,
0,0,1,1,0,1,0,1,0,0,
0,1,0,0,1,0,0,0,1,0,
1,1,0,0,1,1,1,0,1,1,
0,0,0,0,1,0,1,1,0,1,
1,1,1,1,0,1,0,1,1,1,
1,0,1,1,1,0,1,0,0,1,
1,0,1,1,0,1,1,0,0,1,
0,1,1,1,1,0,0,1,0,1,
1,1,1,1,1,1,1,1,0,1,
]
analysis_results["H-RGB-RMB"] = sum(trials_criterion_ok)
analysis("H-RGB-P-AMB")
trials_criterion_ok = [
1,0,1,1,0,0,1,0,1,1,
1,1,1,0,1,1,1,0,1,0,
1,1,1,1,1,1,1,1,0,0,
0,1,0,0,0,0,1,1,1,0,
1,1,0,1,1,0,1,1,0,1,
0,1,1,1,1,1,1,1,1,1,
1,0,1,1,1,1,0,0,0,1,
1,0,1,1,0,1,1,1,1,1,
1,0,1,1,1,1,0,1,0,1,
1,1,1,0,0,1,1,1,1,1,
]
analysis_results["H-RGB-P-AMB"] = sum(trials_criterion_ok)
analysis("H-RGB-GR-AMB")
trials_criterion_ok = [
0,1,0,0,0,0,0,0,0,0,
0,0,0,0,0,0,0,0,0,0,
0,0,0,0,0,0,0,0,0,0,
0,0,0,0,0,0,0,0,0,0,
0,0,0,0,0,1,0,0,0,0,
0,0,1,0,0,0,0,0,0,0,
0,0,0,0,1,0,0,0,0,0,
1,0,0,0,0,0,0,0,0,0,
0,1,0,0,0,0,0,0,0,0,
0,0,0,0,0,0,1,0,0,0,
]
analysis_results["H-RGB-GR-AMB"] = sum(trials_criterion_ok)
analysis("H-RGB-P-AMB-PGITC")
trials_criterion_ok = [
1,1,1,1,1,0,0,0,0,1,
1,1,1,1,1,1,1,0,1,1,
1,1,1,1,1,1,0,0,1,0,
1,1,1,1,1,1,0,0,1,0,
1,0,1,1,1,1,1,0,1,0,
1,1,0,1,1,0,1,1,1,1,
1,1,1,1,1,1,1,0,1,1,
1,1,1,1,0,1,1,1,1,1,
1,1,1,1,1,1,1,0,0,1,
1,1,1,1,1,1,0,1,1,1,
]
analysis_results["H-RGB-P-AMB-PGITC"] = sum(trials_criterion_ok)
print analysis_results
{'F-RmB': 0, 'H-RGB-P-AMB-PGITC': 79, 'H-RGB-GR-AMB': 7, 'H-RGB-RMB': 60, 'F-RGB': 0, 'H-RGB-P-AMB': 70}