def record(self, forever=True):
epocrec = Epoc()
epocrec.connect()
while True:
if self.threadsDieNow:
break
# if self.O1:
# self.chan=9
# if self.O2:
# self.chan=14
#two individual arrays to allow for the recording of the data
datarray = numpy.zeros((1, 4))
datarray2 = numpy.zeros((1, 4))
#data = numpy.random.randint(4000, 5000, size=(1, 4))
# gets raw data from channel that is stated in the epoc
#datarray & datarray2 get the data which is being recorded from channels 9 and 14
data = epocrec.aquire([9])
datarray = numpy.concatenate((datarray, data), axis=1)
data2= epocrec.aquire([14])
datarray2= numpy.concatenate((datarray2, data2), axis=1)
self.newRecord = True
temp = [] * 4
for i in xrange(0, len(datarray[0])):
if datarray[0][i] > 0:
temp.append(datarray[0][i])
temp2 = [] * 4
for i in xrange(0, len(datarray2[0])):
if datarray2[0][i] > 0:
temp2.append(datarray2[0][i])
self.ys = numpy.roll(self.ys, -4)
for i in xrange(0, 4):
self.ys[508 + i] = temp[i]
self.ys2 = numpy.roll(self.ys2, -4)
for i in xrange(0, 4):
self.ys2[508 + i] = temp2[i]
# import time
# time.sleep(0.015)
# print self.ys
if not forever:
break
def emotiv(e):
epoc = Epoc()
fid = open('emotiv.dat', 'w')
e.wait()
t0 = time.time()
tp = time.time()
while tp - t0 < WINL:
tp = time.time()
data = epoc.get_raw()
m, n = data.shape
for i in range(n):
fid.write(
"%8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f %8.12f\n" % tuple(
data[:, i]))
fid.close()
print 'Emotiv stop...'
def initUI(self): # Emotiv Initialization and data acquisition epoc= Epoc() # collecting data from the headset and placing into two different arrays data= epoc.aquire([9]) #data2= epoc.aquire([14]) datarray = np.concatenate((datarray, data), axis = 1) #datarray2= np.concatenate((datarray2, data2), axis=1) #self.clab = ['F3', 'F4', 'P7', 'FC6', 'F7', 'F8', 'T7', 'P8', 'FC5', 'AF4','T8', 'O2', 'O1', 'AF3'] self.timek = 512 self.x = np.arange(0,self.timek,1) self.y = [[0] for i in xrange(len(self.datarray[0]))] self.offset = [2500.0*i for i in xrange(len(self.datarray[0]))] self.cancel = False
from pyemotiv import Epoc
import matplotlib.pyplot as plt
import matplotlib.animation as animation
import time, config
import numpy as np
import csv
fig = plt.figure()
ax = fig.add_subplot(1, 1, 1)
nScan=0
epoc = Epoc()
t=[]
sensor={}
for name in config.SENSORNAME:
sensor[name]=[]
start_time=time.time()
def countdown(self):
#waiting
print "scan in 3 seconds"
time.sleep(1)
print "scan in 2 seconds"
time.sleep(1)
print "scan in 1 seconds"
time.sleep(1)
def animate(i,t,sensor,data):
from pyemotiv import Epoc
import numpy as np
from gzp import save
import time
"""
Sample Emotiv experiment.
Gathers data over two phases. Use a keyboard interrupt (control-c) to end a phase.
Saves data to disk afterwards.
"""
headset = Epoc()
data = headset.get_raw()
times = headset.times
t0 = time.time()
print "First phase..."
while True: #first phase (eg. 'resting')
try:
x = headset.get_raw()
t = headset.times
data = np.concatenate((data, x), axis=1)
times = np.concatenate((times, t), axis=-1)
except KeyboardInterrupt:
break
breaktime = times[-1]
from pyemotiv import Epoc import numpy as np import scipy import time from scipy import signal import matplotlib.mlab as mlab from matplotlib import pyplot import matplotlib.pyplot as plt from math import * epoc=Epoc() power_avg=[] power_store=[] time= 0 #sth=[] while time<4: print time datarray=np.zeros((1,4)) #resets datarray every time we run the loop for t in range(0,100): #data= epoc.get_raw() #gets raw data from all the channels.. unnecessary once connect is made data= epoc.aquire([9]) #gets raw data from channel O1 #data2= epoc.aquire([14]) #connection on hardware is to AF4:not an issue at all on S/w #print data.shape datarray = np.concatenate((datarray, data), axis = 1)
from pyemotiv import Epoc
import time
import numpy as np
import keyboard
import csv
esc = False
with open("avanti.csv", "wb") as csvavanti:
avanti = csv.writer(csvavanti)
with open("indietro.csv", "wb") as csvindietro:
indietro = csv.writer(csvindietro)
time_passed = 0.0
epoc = Epoc()
while not esc:
data = epoc.get_raw()
if (keyboard.is_pressed('q')):
esc = True
if (keyboard.is_pressed('a')):
print "INVIO AVANTI"
avanti.writerow(
[str(time_passed), 'af3, ',
str(np.average(data[0]))])
avanti.writerow(
[str(time_passed), 'f7, ',
str(np.average(data[1]))])
from pyemotiv import Epoc
from time import sleep
from gzp import save
import numpy as np
if __name__=="__main__":
epoc=Epoc()
channels= epoc.channels
acq = False
while True:
try:
raw = epoc.get_raw()
if not acq:
data = raw
else:
data = np.concatenate((data, raw), axis = 1)
except KeyboardInterrupt:
save(data, "data.dat")
from pyemotiv import Epoc
from time import sleep
from gzp import save
import numpy as np
if __name__ == "__main__":
epoc = Epoc()
channels = epoc.channels
acq = False
while True:
try:
raw = epoc.get_raw()
if not acq:
data = raw
else:
data = np.concatenate((data, raw), axis=1)
except KeyboardInterrupt:
save(data, "data.dat")
from pyemotiv import Epoc
import numpy as np
from gzp import save
import time
"""
Sample Emotiv experiment.
Gathers data over two phases. Use a keyboard interrupt (control-c) to end a phase.
Saves data to disk afterwards.
"""
headset = Epoc()
data = headset.get_raw()
times = headset.times
t0 = time.time()
print "First phase..."
while True: #first phase (eg. 'resting')
try:
x = headset.get_raw()
t = headset.times
data = np.concatenate((data, x), axis = 1)
times = np.concatenate((times, t), axis = -1)
except KeyboardInterrupt:
break
breaktime = times[-1]