From 3a7c489d9a3867d7236ed71cae556c43d67b9518 Mon Sep 17 00:00:00 2001 From: Richard Gerkin Date: Fri, 9 Oct 2015 16:52:42 -0700 Subject: [PATCH 1/9] Added IPython notebook example using pyNeuroML --- example.ipynb | 76 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 76 insertions(+) create mode 100644 example.ipynb diff --git a/example.ipynb b/example.ipynb new file mode 100644 index 0000000..bfb884e --- /dev/null +++ b/example.ipynb @@ -0,0 +1,76 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Replace this with your model path. \n", + "# This example is from https://github.com/OpenSourceBrain/IzhikevichModel.\n", + "LEMS_MODEL_PATH = '/Users/rgerkin/Dropbox/dev/osb/IzhikevichModel/NeuroML2/LEMS_WhichModel.xml'" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import os,sys\n", + "from pyneuroml import pynml" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": 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bbXOS/p7gr6mj+3nw01uxZ+Bj62hfAP7hqDZYXH3wLepoXw5+dL32XQ/UJ+k3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\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uxn5mbFDJssUh7vqmvZ5//nl22mmnluVu3bqx9dZbM3PmzKLbrFy5kscee4wRI0ZwxBFH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\nYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "results = pynml.run_lems_with_jneuroml(os.path.split(LEMS_MODEL_PATH)[1], \n", + " verbose=False, load_saved_data=True, nogui=True, \n", + " exec_in_dir=os.path.split(LEMS_MODEL_PATH)[0],\n", + " plot=True)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.4.2" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} From 9bb51c0175f52aace0f97502a8f899b5f49aebb4 Mon Sep 17 00:00:00 2001 From: Richard C Gerkin Date: Tue, 8 Dec 2015 14:03:51 -0700 Subject: [PATCH 2/9] Added prefix to namespace attribute for compatibility with lxml --- NeuroML2/WhichModel.nml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NeuroML2/WhichModel.nml b/NeuroML2/WhichModel.nml index 50acb5b..295e746 100644 --- a/NeuroML2/WhichModel.nml +++ b/NeuroML2/WhichModel.nml @@ -1,6 +1,6 @@ - From a6dabc549bf61660acc24abdda4aeff40c43b110 Mon Sep 17 00:00:00 2001 From: Richard C Gerkin Date: Wed, 18 May 2016 13:17:27 -0700 Subject: [PATCH 3/9] Updated examples --- AIBS.ipynb | 1255 +++++++++++++++++++++++++++++++++++++++++++++++++ example.ipynb | 6 +- 2 files changed, 1258 insertions(+), 3 deletions(-) create mode 100644 AIBS.ipynb diff --git a/AIBS.ipynb b/AIBS.ipynb new file mode 100644 index 0000000..45f2ba1 --- /dev/null +++ b/AIBS.ipynb @@ -0,0 +1,1255 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import rickpy\n", + "rickpy.use_dev_packages(['rickpy','scidash/sciunit','scidash/neuronunit','neuroml/pyNeuroML'])\n", + "import imp\n", + "imp.reload(rickpy);" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib notebook\n", + "import os,sys\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import quantities as pq\n", + "import sciunit\n", + "import neuronunit\n", + "from neuronunit import aibs\n", + "from neuronunit.models.reduced import ReducedModel" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "# Replace this with your model path. \n", + "# This example is from https://github.com/OpenSourceBrain/IzhikevichModel.\n", + "HOME = os.path.expanduser('~')\n", + "LEMS_MODEL_PATH = os.path.join(HOME,'Dropbox/dev/osb/IzhikevichModel/NeuroML2/LEMS_2007One.xml')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Getting data values from neuroelectro.org\n", + "http://www.neuroelectro.org/api/1/nes/?nlex=nifext_50&e__name=Resting+membrane+potential\n", + "Getting data values from neuroelectro.org\n", + "http://www.neuroelectro.org/api/1/nes/?nlex=nifext_50&e__name=Input+Resistance\n", + "Getting data values from neuroelectro.org\n", + "http://www.neuroelectro.org/api/1/nes/?nlex=nifext_50&e__name=Spike+Half-Width\n", + "Getting data values from neuroelectro.org\n", + "http://www.neuroelectro.org/api/1/nes/?nlex=nifext_50&e__name=Spike+Amplitude\n" + ] + } + ], + "source": [ + "import quantities as pq\n", + "from neuronunit import tests as nu_tests, neuroelectro\n", + "neuron = {'nlex_id': 'nifext_50'} # Layer V pyramidal cell\n", + "tests = []\n", + "\n", + "dataset_id = 354190013 # Internal ID that AIBS uses for a particular Scnn1a-Tg2-Cre \n", + " # Primary visual area, layer 5 neuron.\n", + "observation = aibs.get_observation(dataset_id,'rheobase')\n", + "tests += [nu_tests.RheobaseTest(observation=observation)]\n", + " \n", + "test_class_params = [(nu_tests.RestingPotentialTest,None),\n", + " (nu_tests.InputResistanceTest,None),\n", + " (nu_tests.InjectedCurrentAPWidthTest,{'injected_current':{'amplitude':100.0*pq.pA}}),\n", + " (nu_tests.InjectedCurrentAPAmplitudeTest,{'injected_current':{'amplitude':100.0*pq.pA}})]\n", + "\n", + "for cls,params in test_class_params:\n", + " observation = cls.neuroelectro_summary_observation(neuron)\n", + " tests += [cls(observation,params=params)]\n", + " \n", + "def update_amplitude(test,tests,score):\n", + " rheobase = score.prediction['value']\n", + " tests[3].params['injected_current']['amplitude'] = rheobase*1.01\n", + " tests[4].params['injected_current']['amplitude'] = rheobase*1.01\n", + " \n", + "hooks = {tests[0]:{'f':update_amplitude}}\n", + "suite = sciunit.TestSuite(\"vm_suite\",tests,hooks=hooks)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Executing Rheobase test on V_rest=-75mV\n", + "Executing Resting potential test on V_rest=-75mV\n", + "Executing Input resistance test on V_rest=-75mV\n", + "Executing Injected current AP width test on V_rest=-75mV\n", + "Executing Injected current AP amplitude test on V_rest=-75mV\n", + "Executing Rheobase test on V_rest=-70mV\n", + "Executing Resting potential test on V_rest=-70mV\n", + "Executing Input resistance test on V_rest=-70mV\n", + "Executing Injected current AP width test on V_rest=-70mV\n", + "Executing Injected current AP amplitude test on V_rest=-70mV\n", + "Executing Rheobase test on V_rest=-65mV\n", + "Executing Resting potential test on V_rest=-65mV\n", + "Executing Input resistance test on V_rest=-65mV\n", + "Executing Injected current AP width test on V_rest=-65mV\n", + "Executing Injected current AP amplitude test on V_rest=-65mV\n", + "Executing Rheobase test on V_rest=-60mV\n", + "Executing Resting potential test on V_rest=-60mV\n", + "Executing Input resistance test on V_rest=-60mV\n", + "Executing Injected current AP width test on V_rest=-60mV\n", + "Executing Injected current AP amplitude test on V_rest=-60mV\n", + "Executing Rheobase test on V_rest=-55mV\n", + "Executing Resting potential test on V_rest=-55mV\n", + "Executing Input resistance test on V_rest=-55mV\n", + "Executing Injected current AP width test on V_rest=-55mV\n", + "Executing Injected current AP amplitude test on V_rest=-55mV\n", + "Executing Rheobase test on V_rest=-50mV\n", + "Executing Resting potential test on V_rest=-50mV\n", + "Executing Input resistance test on V_rest=-50mV\n", + "Executing Injected current AP width test on V_rest=-50mV\n", + "Executing Injected current AP amplitude test on V_rest=-50mV\n" + ] + }, + { + "data": { + "application/javascript": [ + "$(\"head\").append($(\"\").attr({\n", + " rel: \"stylesheet\",\n", + " type: \"text/css\",\n", + " href: \"//ajax.aspnetcdn.com/ajax/jquery.dataTables/1.9.0/css/jquery.dataTables.css\"\n", + "}));\n", + "$.getScript(\"//ajax.aspnetcdn.com/ajax/jquery.dataTables/1.9.0/jquery.dataTables.min.js\", function () {\n", + "$('#-2319199299198462343').dataTable();});\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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MeanRheobaseResting potentialInput resistanceInjected current AP widthInjected current AP amplitude
V_rest=-75mV0.561Ratio = 0.72Z = -0.96Z = -0.91Z = -0.44Z = -0.54
V_rest=-70mV0.701Ratio = 1.00Z = -0.24Z = -0.81Z = -0.40Z = -0.54
V_rest=-65mV0.653Ratio = 1.51Z = 0.48Z = -0.68Z = -0.36Z = -0.53
V_rest=-60mV0.560Ratio = 2.51Z = 1.20Z = -0.49Z = -0.30Z = -0.54
V_rest=-55mV0.519Ratio = 4.97Z = 1.92Z = -0.20Z = -0.25Z = -0.54
V_rest=-50mV0.445Ratio = 13.84Z = 2.64Z = 0.28Z = -0.20Z = -0.54
\n", + "
" + ], + "text/plain": [ + " Rheobase test Resting potential test Input resistance test \\\n", + "V_rest=-75mV Ratio = 0.72 Z = -0.96 Z = -0.91 \n", + "V_rest=-70mV Ratio = 1.00 Z = -0.24 Z = -0.81 \n", + "V_rest=-65mV Ratio = 1.51 Z = 0.48 Z = -0.68 \n", + "V_rest=-60mV Ratio = 2.51 Z = 1.20 Z = -0.49 \n", + "V_rest=-55mV Ratio = 4.97 Z = 1.92 Z = -0.20 \n", + "V_rest=-50mV Ratio = 13.84 Z = 2.64 Z = 0.28 \n", + "\n", + " Injected current AP width test Injected current AP amplitude test \n", + "V_rest=-75mV Z = -0.44 Z = -0.54 \n", + "V_rest=-70mV Z = -0.40 Z = -0.54 \n", + "V_rest=-65mV Z = -0.36 Z = -0.53 \n", + "V_rest=-60mV Z = -0.30 Z = -0.54 \n", + "V_rest=-55mV Z = -0.25 Z = -0.54 \n", + "V_rest=-50mV Z = -0.20 Z = -0.54 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "models = []\n", + "for vr in np.linspace(-75,-50,6):\n", + " model = ReducedModel(LEMS_MODEL_PATH, \n", + " name='V_rest=%dmV' % vr, \n", + " attrs={'//izhikevich2007Cell':\n", + " {'vr':'%d mV' % vr}\n", + " })\n", + " #model.skip_run = True\n", + " models.append(model)\n", + "score_matrix = suite.judge(models, verbose=False)\n", + "score_matrix.show_mean = True\n", + "score_matrix.sortable = True\n", + "score_matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "application/javascript": [ + "/* Put everything inside the global mpl namespace */\n", + "window.mpl = {};\n", + "\n", + "mpl.get_websocket_type = function() {\n", + " if (typeof(WebSocket) !== 'undefined') {\n", + " return WebSocket;\n", + " } else if (typeof(MozWebSocket) !== 'undefined') {\n", + " return MozWebSocket;\n", + " } else {\n", + " alert('Your browser does not have WebSocket support.' +\n", + " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n", + " 'Firefox 4 and 5 are also supported but you ' +\n", + " 'have to enable WebSockets in about:config.');\n", + " };\n", + "}\n", + "\n", + "mpl.figure = function(figure_id, websocket, ondownload, parent_element) {\n", + " this.id = figure_id;\n", + "\n", + " this.ws = websocket;\n", + "\n", + " this.supports_binary = (this.ws.binaryType != undefined);\n", + "\n", + " if (!this.supports_binary) {\n", + " var warnings = document.getElementById(\"mpl-warnings\");\n", + " if (warnings) {\n", + " warnings.style.display = 'block';\n", + " warnings.textContent = (\n", + " \"This browser does not support binary websocket messages. \" +\n", + " \"Performance may be slow.\");\n", + " }\n", + " }\n", + "\n", + " this.imageObj = new Image();\n", + "\n", + " this.context = undefined;\n", + " this.message = undefined;\n", + " this.canvas = undefined;\n", + " this.rubberband_canvas = undefined;\n", + " this.rubberband_context = undefined;\n", + " this.format_dropdown = undefined;\n", + "\n", + " this.image_mode = 'full';\n", + "\n", + " this.root = $('
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');\n", + " titlebar.append(titletext)\n", + " this.root.append(titlebar);\n", + " this.header = titletext[0];\n", + "}\n", + "\n", + "\n", + "\n", + "mpl.figure.prototype._canvas_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "\n", + "mpl.figure.prototype._root_extra_style = function(canvas_div) {\n", + "\n", + "}\n", + "\n", + "mpl.figure.prototype._init_canvas = function() {\n", + " var fig = this;\n", + "\n", + " var canvas_div = $('
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