{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Video visualization\n", "\n", "In this tutorial we'll see how to inject a video visualizer into a simulation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First some boilerplate:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "import brian2.only as b2\n", "from brian2 import np\n", "import matplotlib.pyplot as plt\n", "\n", "import cleo\n", "\n", "cleo.utilities.style_plots_for_docs()\n", "\n", "# numpy faster than cython for lightweight example\n", "b2.prefs.codegen.target = \"numpy\"\n", "# for reproducibility\n", "np.random.seed(17230616)\n", "cleo.utilities.set_seed(17900717)\n", "\n", "c_exc = \"xkcd:tomato\"\n", "c_inh = \"xkcd:cerulean blue\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Set up the simulation\n", "\n", "### Network\n", "\n", "We'll use excitatory and inhibitory populations of [exponential integrate-and-fire neurons](https://neuronaldynamics.epfl.ch/online/Ch5.S2.html)." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "b2.defaultclock.dt = 0.5 * b2.ms\n", "n_e = 400\n", "n_i = n_e // 4\n", "\n", "\n", "def eif(n, name):\n", " ng = b2.NeuronGroup(\n", " n,\n", " \"\"\"\n", " dv/dt = (-(v - E_L) + Delta_T*exp((v-theta)/Delta_T) + Rm*I) / tau_m : volt\n", " I : amp\n", " \"\"\",\n", " threshold=\"v>30*mV\",\n", " reset=\"v=-55*mV\",\n", " namespace={\n", " \"tau_m\": 20 * b2.ms,\n", " \"Rm\": 500 * b2.Mohm,\n", " \"theta\": -50 * b2.mV,\n", " \"Delta_T\": 2 * b2.mV,\n", " \"E_L\": -70 * b2.mV,\n", " },\n", " name=name,\n", " )\n", " ng.v = -70 * b2.mV\n", " return ng\n", "\n", "\n", "exc = eif(n_e, \"exc\")\n", "inh = eif(n_i, \"inh\")\n", "W = 250\n", "p_S = 0.3\n", "S_ei = b2.Synapses(exc, inh, on_pre=\"v_post+=W*mV/n_e\")\n", "S_ei.connect(p=p_S)\n", "S_ie = b2.Synapses(inh, exc, on_pre=\"v_post-=W*mV/n_i\")\n", "S_ie.connect(p=p_S)\n", "S_ee = b2.Synapses(exc, exc, on_pre=\"v_post+=W*mV/n_e\")\n", "S_ee.connect(condition=\"abs(i-j)<=20\")\n", "\n", "mon_e = b2.SpikeMonitor(exc)\n", "mon_i = b2.SpikeMonitor(inh)\n", "\n", "net = b2.Network(exc, inh, S_ei, S_ie, S_ee, mon_e, mon_i)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Coordinates and optogenetics\n", "Here we configure the coordinates and optogenetic stimulation. For more details, see the [\"Optogenetic stimulation\" tutorial](optogenetics). Note that we save the arguments used in the plotting function for reuse later on when generating the video." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from cleo.coords import assign_coords_uniform_cylinder\n", "from cleo.viz import plot\n", "\n", "r = 1\n", "assign_coords_uniform_cylinder(\n", " exc, xyz_start=(0, 0, 0.3), xyz_end=(0, 0, 0.4), radius=r\n", ")\n", "assign_coords_uniform_cylinder(\n", " inh, xyz_start=(0, 0, 0.3), xyz_end=(0, 0, 0.4), radius=r\n", ")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from cleo.opto import chr2_4s\n", "from cleo.light import fiber473nm, Light\n", "\n", "opsin = chr2_4s()\n", "fibers = Light(\n", " coords=[[0, 0, 0], [700, 0, 0]] * b2.um,\n", " light_model=fiber473nm(),\n", " max_value=30 * b2.mwatt / b2.mm2,\n", " save_history=True,\n", ")\n", "\n", "plotargs = {\n", " \"colors\": [c_exc, c_inh],\n", " \"zlim\": (0, 600),\n", " \"scatterargs\": {\"s\": 20}, # to adjust neuron marker size\n", " \"axis_scale_unit\": b2.um,\n", "}\n", "\n", "plot(\n", " exc,\n", " inh,\n", " **plotargs,\n", " devices=[fibers],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulator, optogenetics injection\n", "Here we create the simulator and inject the opsin and light source:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=None, devices={Light(name='Light', save_history=True, value=array([0., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model=\"\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n # v1/v0 when v-E == 0 via l'Hopital's rule\\n fv = f_unless_x0(\\n (1 - exp(-(V_VAR_NAME_post-E)/v0)) / ((V_VAR_NAME_post-E)/v1),\\n V_VAR_NAME_post - E,\\n v1/v0\\n ) : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*fv*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1\", extra_namespace={'f_unless_x0': })})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sim = cleo.CLSimulator(net)\n", "sim.inject(opsin, exc, Iopto_var_name=\"I\")\n", "sim.inject(fibers, exc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Processor\n", "And we set up open-loop optogenetic stimulation:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model=\"\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n # v1/v0 when v-E == 0 via l'Hopital's rule\\n fv = f_unless_x0(\\n (1 - exp(-(V_VAR_NAME_post-E)/v0)) / ((V_VAR_NAME_post-E)/v1),\\n V_VAR_NAME_post - E,\\n v1/v0\\n ) : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*fv*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1\", extra_namespace={'f_unless_x0': })})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fibers.update([5, 0] * b2.mwatt / b2.mm2)\n", "\n", "\n", "class OpenLoopOpto(cleo.ioproc.LatencyIOProcessor):\n", " def process(self, state_dict, t):\n", " # random walk stimulation\n", " fiber_intensities = (\n", " fibers.irradiance[-1] + np.random.randn(2) * 0.5 * b2.mwatt / b2.mm2\n", " )\n", " fiber_intensities[fiber_intensities < 0] = 0\n", " if t > 50 * b2.ms:\n", " fiber_intensities = [0, 5] * b2.mwatt / b2.mm2\n", " return ({\"Light\": fiber_intensities}, t)\n", "\n", "\n", "sim.set_io_processor(OpenLoopOpto(sample_period=1 * b2.ms))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Inject VideoVisualizer\n", "\n", "A {class}`~cleo.viz.VideoVisualizer` is an {class}`~cleo.InterfaceDevice` like recorders and stimulators and needs to be injected in order to properly interact with the Brian network.\n", "Keep in mind the following:\n", "\n", "- It must be injected *after* all other devices for the `devices='all'` argument to work as expected. \n", "- Similarly to recording and stimulation, you must specify the target neuron groups (to display, in this case) on injection\n", "- The `dt` argument makes a huge difference on the amount of time it takes to generate the video. You may want to keep this high while experimenting and only lower it when you are ready to generate a high-quality video since the process is so slow." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "CLSimulator(io_processor=OpenLoopOpto(sample_period=1. * msecond, sampling='fixed', processing='parallel'), devices={Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None), FourStateOpsin(name='ChR2', save_history=True, on_pre='', spectrum=[(400, 0.34), (422, 0.65), (460, 0.96), (470, 1), (473, 1), (500, 0.57), (520, 0.22), (540, 0.06), (560, 0.01), (800, 1.257478763901864e-06), (844, 2.404003519224151e-06), (920, 3.5505282745464387e-06), (940, 3.6984669526525404e-06), (946, 3.6984669526525404e-06), (1000, 2.1081261630119477e-06), (1040, 8.136627295835588e-07), (1080, 2.2190801715915242e-07), (1120, 3.69846695265254e-08)], extrapolate=False, required_vars=[('Iopto', amp), ('v', volt)], g0=114. * nsiemens, gamma=0.00742, phim=2.33e+23 * (second ** -1) / (meter ** 2), k1=4.15 * khertz, k2=0.868 * khertz, p=0.833, Gf0=37.3 * hertz, kf=58.1 * hertz, Gb0=16.1 * hertz, kb=63. * hertz, q=1.94, Gd1=105. * hertz, Gd2=13.8 * hertz, Gr0=0.33 * hertz, E=0. * volt, v0=43. * mvolt, v1=17.1 * mvolt, model=\"\\n dC1/dt = Gd1*O1 + Gr0*C2 - Ga1*C1 : 1 (clock-driven)\\n dO1/dt = Ga1*C1 + Gb*O2 - (Gd1+Gf)*O1 : 1 (clock-driven)\\n dO2/dt = Ga2*C2 + Gf*O1 - (Gd2+Gb)*O2 : 1 (clock-driven)\\n C2 = 1 - C1 - O1 - O2 : 1\\n\\n Theta = int(phi_pre > 0*phi_pre) : 1\\n Hp = Theta * phi_pre**p/(phi_pre**p + phim**p) : 1\\n Ga1 = k1*Hp : hertz\\n Ga2 = k2*Hp : hertz\\n Hq = Theta * phi_pre**q/(phi_pre**q + phim**q) : 1\\n Gf = kf*Hq + Gf0 : hertz\\n Gb = kb*Hq + Gb0 : hertz\\n\\n fphi = O1 + gamma*O2 : 1\\n # v1/v0 when v-E == 0 via l'Hopital's rule\\n fv = f_unless_x0(\\n (1 - exp(-(V_VAR_NAME_post-E)/v0)) / ((V_VAR_NAME_post-E)/v1),\\n V_VAR_NAME_post - E,\\n v1/v0\\n ) : 1\\n\\n IOPTO_VAR_NAME_post = -g0*fphi*fv*(V_VAR_NAME_post-E)*rho_rel : ampere (summed)\\n rho_rel : 1\", extra_namespace={'f_unless_x0': }), VideoVisualizer(name='VideoVisualizer', save_history=True, devices=[Light(name='Light', save_history=True, value=array([5., 0.]), light_model=OpticFiber(R0=100. * umetre, NAfib=0.37, K=125. * metre ** -1, S=7370. * metre ** -1, ntis=1.36), wavelength=0.473 * umetre, direction=array([0., 0., 1.]), max_value=30. * mwatt / mmetre2, max_value_viz=None)], dt=1. * msecond, fig=None, ax=None, neuron_groups=[NeuronGroup(clock=Clock(dt=0.5 * msecond, name='defaultclock'), when=start, order=0, name='exc'), NeuronGroup(clock=Clock(dt=0.5 * msecond, name='defaultclock'), when=start, order=0, name='inh')], _spike_mons=[, ], _num_old_spikes=[0, 0], _value_per_device_per_frame=[], _i_spikes_per_ng_per_frame=[])})" ] }, "execution_count": null, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vv = cleo.viz.VideoVisualizer(dt=1 * b2.ms, devices=\"all\")\n", "sim.inject(vv, exc, inh)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Run simulation and visualize\n", "\n", "Here we display a quick plot before generating the video:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING 'T' is an internal variable of group 'light_prop_ChR2_exc', but also exists in the run namespace with the value 100. * msecond. The internal variable will be used. [brian2.groups.group.Group.resolve.resolution_conflict]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'exc', using method 'euler' (took 0.02s, trying other methods took 0.05s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'inh', using method 'euler' (took 0.01s, trying other methods took 0.02s). [brian2.stateupdaters.base.method_choice]\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "INFO No numerical integration method specified for group 'syn_ChR2_exc', using method 'euler' (took 0.04s, trying other methods took 0.06s). [brian2.stateupdaters.base.method_choice]\n" ] } ], "source": [ "T = 100 * b2.ms\n", "sim.run(T)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2, ax3) = plt.subplots(3, 1, sharex=True)\n", "sptexc = mon_e.spike_trains()\n", "ax1.eventplot(\n", " [t / b2.ms for t in sptexc.values()], lineoffsets=list(sptexc.keys()), color=c_exc\n", ")\n", "ax1.set(ylabel=\"neuron index\", title=\"exc spiking\")\n", "sptinh = mon_i.spike_trains()\n", "ax2.eventplot(\n", " [t / b2.ms for t in sptinh.values()], lineoffsets=list(sptinh.keys()), color=c_inh\n", ")\n", "ax2.set(ylabel=\"neuron index\", title=\"inh spiking\")\n", "ax3.plot(fibers.t / b2.ms, fibers.irradiance_[:, 0], c=\"#72a5f2\", lw=2, label=\"fiber 1\")\n", "ax3.plot(fibers.t / b2.ms, fibers.irradiance_[:, 1], c=\"#72c5f2\", lw=2, label=\"fiber 2\")\n", "ax3.legend()\n", "ax3.set(\n", " ylabel=r\"$Irr_0$ (mm/mW$^2$)\", title=\"optogenetic stimulus\", xlabel=\"time (ms)\"\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The {class}`~cleo.viz.VideoVisualizer` stores the data it needs during the simulation, but hasn't yet produced any visual output.\n", "We first use the {meth}`~cleo.viz.VideoVisualizer.generate_Animation` method, plugging in the arguments we used for the original plot.\n", "\n", "Also, we set the {attr}`~cleo.light.Light.max_value_viz` attribute of the light.\n", "This effectively scales how bright the light appears in the visualization.\n", "That is, a high maximum irradiance makes the stimulus values small in comparison and produces a faint light, while a low ceiling makes the values relatively large and produces a bright light in the resulting video." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fibers.max_value_viz = np.max(fibers.irradiance)\n", "ani = vv.generate_Animation(plotargs, slowdown_factor=10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "{meth}`~cleo.viz.VideoVisualizer.generate_Animation` returns a matplotlib [`FuncAnimation` object](https://matplotlib.org/stable/api/_as_gen/matplotlib.animation.FuncAnimation.html), which you can then use however you want. \n", "You will probably want to [save a video](https://matplotlib.org/stable/api/_as_gen/matplotlib.animation.Animation.html#matplotlib.animation.Animation.save).\n", "\n", "Note that at this point the video still hasn't been rendered; that happens when you try and save or visualize the animation.\n", "This step takes a while if your temporal resolution is high, so we suggest you do this only after your experiment is finalized and after you've experimented with low framerate videos to finalize video parameters.\n", "\n", "Here we embed the video using HTML so you can see the output:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "tags": [ "skip-execution" ] }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from IPython.display import display, HTML\n", "\n", "ani_html = HTML(ani.to_html5_video())\n", "display(ani_html)" ] } ], "metadata": { "kernelspec": { "display_name": "python3", "language": "python", "name": "python3" } }, "nbformat": 4, "nbformat_minor": 2 }