huhu
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commit
d83383a4f7
@ -7,14 +7,18 @@ from IPython import embed
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# plot and data values
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inch_factor = 2.54
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sampling_rate = 40000
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data_dir = '../data'
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#dataset = '2018-11-09-ad-invivo-1'
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dataset = '2018-11-13-aa-invivo-1'
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dataset = '2018-11-09-ad-invivo-1'
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#dataset = '2018-11-13-aa-invivo-1'
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# read eod and time of baseline
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time, eod = read_baseline_eod(os.path.join(data_dir, dataset))
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<<<<<<< HEAD
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=======
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>>>>>>> d77d377849b65effc29e550f25a9107463c2120b
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eod_norm = eod - np.mean(eod)
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# calculate eod times and indices by zero crossings
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@ -22,18 +26,22 @@ threshold = 0
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shift_eod = np.roll(eod_norm, 1)
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eod_times = time[(eod_norm >= threshold) & (shift_eod < threshold)]*40000
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eod_duration = eod_times[2]- eod_times[1] #time in s
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<<<<<<< HEAD
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eod_duration = eod_times[2]- eod_times[1]
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=======
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>>>>>>> d77d377849b65effc29e550f25a9107463c2120b
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# read spikes during baseline activity
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spikes = read_baseline_spikes(os.path.join(data_dir, dataset))
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spikes = read_baseline_spikes(os.path.join(data_dir, dataset)) #spikes in s
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# calculate interpike intervals and plot them
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interspikeintervals = np.diff(spikes)/eod_duration
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fig, ax = plt.subplots(figsize=(20/inch_factor, 10/inch_factor))
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plt.hist(interspikeintervals, bins=np.arange(0, np.max(interspikeintervals), 0.0001), color='royalblue')
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plt.hist(interspikeintervals, bins=np.arange(0, np.max(interspikeintervals), 0.1), color='royalblue')
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plt.xlabel("eod cycles", fontsize = 22)
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plt.xticks(fontsize = 18)
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plt.ylabel("number of \n interspikeintervals", fontsize = 22)
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@ -35,7 +35,7 @@ for k, t in enumerate(time):
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p += f * stepsize
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signal[k] = a * np.sin(6.28318530717959 * p)
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fig = plt.figure(figsize = (20/inch_factor, 15/inch_factor))
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fig = plt.figure(figsize = (20/inch_factor, 12/inch_factor))
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ax1 = fig.add_subplot(211)
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plt.yticks(fontsize=18)
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ax2 = fig.add_subplot(212, sharex=ax1)
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