From bcdf986eb6d33a7c0e0a1ef538f1a8e0fa744fe8 Mon Sep 17 00:00:00 2001 From: Tanguy Damart <53294536+DrTaDa@users.noreply.github.com> Date: Tue, 17 Jan 2023 17:00:45 +0100 Subject: [PATCH] Improve step detection (#122) --- bluepyefe/ecode/step.py | 9 ++++--- bluepyefe/recording.py | 5 +++- examples/example_of_extraction.ipynb | 40 ++++++++++++++-------------- 3 files changed, 29 insertions(+), 25 deletions(-) diff --git a/bluepyefe/ecode/step.py b/bluepyefe/ecode/step.py index 08396211..18e23e9e 100644 --- a/bluepyefe/ecode/step.py +++ b/bluepyefe/ecode/step.py @@ -79,8 +79,9 @@ def interpret(self, t, current, config_data, reader_data): # Smooth the current smooth_current = None - # Set the threshold to look for steps - epsilon = 0.005 + # Set the threshold to detect the step + noise_level = numpy.std(numpy.concatenate((self.current[:50], self.current[-50:]))) + step_threshold = numpy.clip(2. * noise_level, 1e-5, numpy.max(self.current)) # The buffer prevent miss-detection of the step when artifacts are # present at the very start or very end of the current trace @@ -124,7 +125,7 @@ def interpret(self, t, current, config_data, reader_data): if smooth_current is None: smooth_current = scipy_signal2d(current, 85) _ = numpy.abs(smooth_current[idx_buffer:] - self.hypamp) - self.ton = idx_buffer + numpy.argmax(_ > epsilon) + self.ton = idx_buffer + numpy.argmax(_ > step_threshold) else: # Infer the base current hypamp @@ -137,7 +138,7 @@ def interpret(self, t, current, config_data, reader_data): numpy.abs(smooth_current[:-idx_buffer] - self.hypamp) ) self.toff = ( - (len(current) - numpy.argmax(_ > epsilon)) - 1 - idx_buffer + (len(current) - numpy.argmax(_ > step_threshold)) - 1 - idx_buffer ) # Get the amplitude of the step current (relative to hypamp) diff --git a/bluepyefe/recording.py b/bluepyefe/recording.py index 95ce79af..cfd0c75c 100644 --- a/bluepyefe/recording.py +++ b/bluepyefe/recording.py @@ -299,7 +299,10 @@ def compute_spikecount(self, efel_settings=None, offset_voltage=20.): idx_toff = self.ms_to_index(self.toff) step_voltage = numpy.median(self.voltage[idx_ton:idx_toff]) base_voltage = numpy.median(self.voltage[:idx_ton]) - thresh = step_voltage + offset_voltage + if base_voltage > step_voltage: + thresh = base_voltage + offset_voltage + else: + thresh = step_voltage + offset_voltage tmp_settings["Threshold"] = thresh efel_vals = self.call_efel(['peak_time'], tmp_settings) self.peak_time = efel_vals[0]['peak_time'] diff --git a/examples/example_of_extraction.ipynb b/examples/example_of_extraction.ipynb index 2f07b6f7..98a17a00 100644 --- a/examples/example_of_extraction.ipynb +++ b/examples/example_of_extraction.ipynb @@ -150,8 +150,8 @@ " 't': array([0.00000e+00, 2.50000e-01, 5.00000e-01, ..., 2.99925e+03,\n", " 2.99950e+03, 2.99975e+03]),\n", " 'tend': 3000.0,\n", - " 'toff': 2701.5000000000005,\n", - " 'ton': 699.25,\n", + " 'toff': 2700.75,\n", + " 'ton': 700.0000000000001,\n", " 'voltage': array([-82.5904 , -82.5904 , -82.55916 , ..., -84.152824, -84.090324,\n", " -84.152824], dtype=float32)}\n" ] @@ -191,7 +191,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -259,7 +259,7 @@ " 'AP_width': 3.111111111108989,\n", " 'ISI_CV': 0.4542672780653756,\n", " 'Spikecount': 9.0,\n", - " 'mean_frequency': 4.689820484096835}\n" + " 'mean_frequency': 4.691654068709812}\n" ] } ], @@ -423,9 +423,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "{'amp': 0.1156193595379591,\n", + "{'amp': 0.11874420754611492,\n", " 'amp_rel': None,\n", - " 'auto_threshold': -46.80992126464844,\n", + " 'auto_threshold': -44.747528076171875,\n", " 'config_data': {'dt': 0.00025,\n", " 'i_file': '../tests/exp_data/B6/B6_Ch0_IDRest_181.ibw',\n", " 'i_unit': 'pA',\n", @@ -468,8 +468,8 @@ " 't': array([0.00000e+00, 2.50000e-01, 5.00000e-01, ..., 2.99925e+03,\n", " 2.99950e+03, 2.99975e+03]),\n", " 'tend': 3000.0,\n", - " 'toff': 2701.75,\n", - " 'ton': 2.0,\n", + " 'toff': 2700.5,\n", + " 'ton': 699.5,\n", " 'voltage': array([-83.09038 , -83.09038 , -83.059135, ..., -85.590256, -85.52776 ,\n", " -85.52776 ], dtype=float32)}\n" ] @@ -528,15 +528,15 @@ "name": "stderr", "output_type": "stream", "text": [ - "Threshold was not provided and was automatically set to -46.80992126464844\n", + "Threshold was not provided and was automatically set to -44.747528076171875\n", "Threshold was not provided and was automatically set to -40.21649169921875\n", "Threshold was not provided and was automatically set to -42.65387725830078\n", - "Threshold was not provided and was automatically set to -36.37293243408203\n", + "Threshold was not provided and was automatically set to -36.34168243408203\n", "Threshold was not provided and was automatically set to -38.12284469604492\n", - "Threshold was not provided and was automatically set to -39.34153366088867\n", - "Threshold was not provided and was automatically set to -36.87290573120117\n", - "Threshold was not provided and was automatically set to -43.560081481933594\n", - "Threshold was not provided and was automatically set to -45.778724670410156\n", + "Threshold was not provided and was automatically set to -38.87281036376953\n", + "Threshold was not provided and was automatically set to -36.34168243408203\n", + "Threshold was not provided and was automatically set to -41.87266159057617\n", + "Threshold was not provided and was automatically set to -45.18499755859375\n", "Threshold was not provided and was automatically set to -47.278656005859375\n" ] }, @@ -547,17 +547,17 @@ "\n", "Cell B6 : \n", "{'AP1_amp': 59.778331750135465,\n", - " 'AP_width': 2.3384615384597045,\n", + " 'AP_width': 2.2192307692290307,\n", " 'ISI_CV': 0.2524553695652191,\n", " 'Spikecount': 26.0,\n", - " 'mean_frequency': 9.863429438548126}\n", + " 'mean_frequency': 13.41243229301908}\n", "\n", "Cell B8 : \n", "{'AP1_amp': 69.2091239924128,\n", - " 'AP_width': 2.7999999999979535,\n", + " 'AP_width': 2.755999999997989,\n", " 'ISI_CV': 0.08762231450204114,\n", " 'Spikecount': 75.0,\n", - " 'mean_frequency': 37.88357115800014}\n" + " 'mean_frequency': 37.91708796766977}\n" ] } ], @@ -588,13 +588,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Users/damart/Desktop/BluePyEfe/bluepyefe/cell.py:266: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", + "/Users/damart/Desktop/step_detection/BluePyEfe/bluepyefe/cell.py:266: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n", " fig.show()\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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