{ "cells": [ { "cell_type": "markdown", "id": "7f339a75-6ee9-4230-91d6-54d89841a051", "metadata": {}, "source": [ "Silent substitution problems\n", "============================\n", "\n", "Silent substitution stimuli typically take the form of pulses or temporal modulations of photoreceptor-directed contrast presented against a background spectrum to which an observer has adapted. \n", "\n", "The background spectrum serves to maintain a set pattern of photoreceptor activations and the modulation spectrum increases activation of the targeted photoreceptor(s) without altering activation of the others. \n" ] }, { "cell_type": "markdown", "id": "fccddf25-eb45-45fa-bd90-b1fef772c02d", "metadata": {}, "source": [ "`pysilsub.problems.SilentSubstitutionProblem`\n", "---------------------------------------------" ] }, { "cell_type": "markdown", "id": "29d67507-089e-4bc6-a923-ace0b867c025", "metadata": {}, "source": [ "This class serves as the interface for defining, solving, and visualising silent substitution problems. It extends `pysilsub.devices.StimulationDevice` with [properties](https://realpython.com/python-property/) (i.e., managed attributes), and methods for finding and plotting solutions.\n", "\n", "Instances are created in the same ways as `StimulationDevice` instances, so for convenience let's use the `.from_package_data(...)` constructor described [here](03b_stimulation_devices.ipynb#Package-data). \n" ] }, { "cell_type": "code", "execution_count": 1, "id": "434ac3fd-c200-4470-9c42-fba8a91b3c2f", "metadata": {}, "outputs": [], "source": [ "from pysilsub import problems\n", "\n", "ssp = problems.SilentSubstitutionProblem.from_package_data('STLAB_1_York')" ] }, { "cell_type": "markdown", "id": "eda6bd05-89a4-43fd-9e89-2dd2316113b1", "metadata": {}, "source": [ "The properties of a `SilentSubstitutionProblem` are:\n", "\n", " - `background` - the background spectrum\n", " - `ignore` - which photoreceptors to ignore\n", " - `silence` - which photoreceptors to (nominally) silence\n", " - `target` - which photoreceptors to target\n", " - `target_contrast` - desired target contrast as a percentage of the background spectrum\n", " \n", "For more details on any of the above, just ask:" ] }, { "cell_type": "code", "execution_count": 2, "id": "a8f05238-359b-4fa9-b0e7-2c7911674727", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\u001b[0;31mType:\u001b[0m property\n", "\u001b[0;31mString form:\u001b[0m \n", "\u001b[0;31mDocstring:\u001b[0m \n", "Photoreceptor(s) to be ignored.\n", "\n", "Setting the *ignore* property internally conditions the silent\n", "substitution problem such that the specified photoreceptor(s) will be\n", "ignored by the solvers (enabling them to find more contrast on the\n", "targeted photoreceptors). For example, one may choose to *ignore* rods\n", "when working in the photopic range (>300 cd/m2) as they are often\n", "assumed to be saturated and incapable of signalling at these light\n", "levels::\n", "\n", " ssp.ignore = ['rh']\n", "\n", "One may also choose to ignore both rods and melanopsin::\n", "\n", " ssp.ignore = ['rh', 'mel']\n", "\n", "Or both rods and the non-functional cone of a dichromat::\n", "\n", " ssp.ignore = ['rh', 'lc']\n", "\n", "In the event that you don't want to ignore any photoreceptors, you must\n", "still pass::\n", "\n", " ssp.ignore = [None]\n", "\n", "Setting the *ignore* property is an essential step for conditioning a\n", "silent substitution problem.\n", "\n", "Raises\n", "------\n", "SilSubProblemError if ignore not specified.\n", "\n", "Returns\n", "-------\n", "ignore : [None] or list of str\n", " Photoreceptors to be ignored." ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ssp.ignore?" ] }, { "cell_type": "markdown", "id": "2f9d9a0d-04b5-4b70-9477-b3bbc1f7b78b", "metadata": {}, "source": [ "Defining a problem\n", "------------------\n", "\n", "Problems are defined by setting the required/desired properties. The `ignore`, `target` and `silence` properties **must** be set and should together account for all photoreceptors ('sc', 'mc', 'lc', 'rh', 'mel'). The `background` and `target_contrast` properties may need to be set, depending on the constraints of the research question and which solver you intend to use." ] }, { "cell_type": "code", "execution_count": 3, "id": "b676a6f0-5b67-4292-b5b3-9bba558ce4f6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Retinal photoreceptors:\n", "['sc', 'mc', 'lc', 'rh', 'mel']\n", "\n", "************************************************************\n", "*************** Silent Substitution Problem ****************\n", "************************************************************\n", "Device: STLAB_1 (binocular, left eye)\n", "Observer: ColorimetricObserver(age=32, field_size=10)\n", "Ignoring: ['rh']\n", "Silencing: ['mc', 'lc', 'mel']\n", "Targeting: ['sc']\n", "Target contrast: [ 0.2]\n", "Background: [0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5, 0.5]\n", "\n", "\n" ] } ], "source": [ "print(f'Retinal photoreceptors:\\n{ssp.observer.photoreceptors}\\n')\n", "\n", "# These properties *must* be set\n", "ssp.ignore = ['rh']\n", "ssp.target = ['sc']\n", "ssp.silence = ['mc', 'lc', 'mel']\n", "\n", "# These properties may need to be set, \n", "# depending on which solver you intend to use\n", "ssp.background = [.5] * ssp.nprimaries\n", "ssp.target_contrast = .2\n", "ssp.print_problem()" ] }, { "cell_type": "markdown", "id": "3459c21c-0f63-423d-b1ed-2f7465e1ddae", "metadata": {}, "source": [ "Here we have said that we want to modulate S-cone contrast by 20% relative to a background of all primaries at half-maximum, whilst ignoring the rod photoreceptors and minimising changes in activation of M-cones, L-cones and melanopsin. " ] }, { "cell_type": "markdown", "id": "0b254a68-dd25-46dc-9396-11795615909d", "metadata": {}, "source": [ "Finding a solution\n", "------------------\n", "\n", "After defining a problem it is easy to find a solution, providing one actually exists within the gamut of the device. \n", "\n", "Two solvers are available for this. For some background on these methods, further details on implementation, and a variety of use cases, please refer to the [worked examples](05_examples.rst).\n", "\n", "#### `.linalg_solve()` \n", "This method uses linear algebra for unidirectional scaling of the primaries and works only if the `background` and `target_contrast` properties have been set." ] }, { "cell_type": "code", "execution_count": 4, "id": "f02320fb-4cdf-452c-b135-3611a4a5379d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Primary\n", "0 0.690308\n", "1 0.691431\n", "2 0.466195\n", "3 0.408491\n", "4 0.340666\n", "5 0.481720\n", "6 0.592775\n", "7 0.482610\n", "8 0.401599\n", "9 0.457392\n", "dtype: float64\n" ] } ], "source": [ "linalg_solution = ssp.linalg_solve()\n", "print(linalg_solution)" ] }, { "cell_type": "markdown", "id": "a55e6eb2-9018-4f78-be08-3fcc8e1bfe8f", "metadata": {}, "source": [ "#### `.optim_solve(...)` \n", "This method uses numerical optimisation methods from `scipy.optimize`. If the `background` property was not set, the background spectrum will also be optimised. " ] }, { "cell_type": "code", "execution_count": 5, "id": "2d5af93a-9a38-471e-888f-83b56910466a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "~~~~~~~~~~~~~~~~~~~~~~~ optim_solve ~~~~~~~~~~~~~~~~~~~~~~~~\n", "> Performing local optimization with SLSQP.\n", "[ 0.67844402 0.95669101 0.03640049 0.01812555 0.81756096 0.78596596\n", " 0.09764588 0.8009693 0.28556816 0.14244418]\n" ] } ], "source": [ "optim_solution = ssp.optim_solve(**{'options':{'disp':False}})\n", "print(optim_solution.x)" ] }, { "cell_type": "markdown", "id": "09b5c22a-bfb5-44d7-80c9-18fee64de460", "metadata": {}, "source": [ "Visualising a solution\n", "----------------------\n", "\n", "Having found a solution, you will probably want to see what it looks like. \n", "\n", "`.plot_solution(...)` makes a nice plot showing the predicted background and modulation spectra alongside their CIE *xy* chromaticity coordinates and *a*-opic irradiance. " ] }, { "cell_type": "code", "execution_count": 6, "id": "3b9ae35f-918d-4c1d-88b6-fed9f23e8c4b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Background settings: [2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047]\n", " Modulation settings: [2826, 2831, 1909, 1672, 1395, 1972, 2427, 1976, 1644, 1873]\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Linear algebra solution\n", "fig = ssp.plot_solution(linalg_solution)\n", "print(f' Background settings: {ssp.w2s(ssp.background)}')\n", "print(f' Modulation settings: {ssp.w2s(linalg_solution)}')" ] }, { "cell_type": "code", "execution_count": 7, "id": "fc61ad58-eaec-4a22-9d8b-f36703dff13f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Background settings: [2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047, 2047]\n", " Modulation settings: [2778, 3917, 149, 74, 3347, 3218, 399, 3279, 1169, 583]\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Optimisation solution\n", "fig = ssp.plot_solution(optim_solution.x)\n", "print(f' Background settings: {ssp.w2s(ssp.background)}')\n", "print(f' Modulation settings: {ssp.w2s(optim_solution.x)}')" ] }, { "cell_type": "markdown", "id": "b201bf19-cb4d-41ae-adea-029ce9c112a8", "metadata": {}, "source": [ "Note that the above solutions are somewhat different due to the contrasting approaches of the solvers, but they achieve the same aim of finding 20% contrast on S-cones relative to the background spectrum without changing activation in the other photoreceptors. " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.9" } }, "nbformat": 4, "nbformat_minor": 5 }