From 3c9d8f11b68e16288005dd047b3ec33e568eb9f3 Mon Sep 17 00:00:00 2001 From: Jan Clemens Date: Mon, 9 Dec 2024 16:55:54 +0100 Subject: [PATCH] removed unused code cells --- Fig_mother.ipynb | 111 +++++++---------------------------------------- 1 file changed, 16 insertions(+), 95 deletions(-) diff --git a/Fig_mother.ipynb b/Fig_mother.ipynb index 7b46835..587f2d7 100644 --- a/Fig_mother.ipynb +++ b/Fig_mother.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -18,7 +18,7 @@ "Params(an1_filter_inh_dur=293.04787364263365, an1_filter_inh_sigma=3.813854587313954, an1_filter_inh_gain=0.8774626787707686, an1_filter_delay=2.265900245685722, an1_filter_exc_dur=7.595353003606418, an1_filter_exc_sigma=3.88133594573093, an1_ada_filter_tau=9999.937896100262, an1_ada_strength=85.7524637276691, an1_nonlinearity_slope=10.339203679576736, an1_nonlinearity_shift=0.6271689149854863, an1_nonlinearity_gain=1.1986301801194412, an1_nonlinearity_baseline=-0.29039727235773805, an1_ln2_delay=7.594355080977287, an1_ln2_gain=1.9385802639842316, ln2_filter_inh_tau=15.87651494956352, ln2_filter_exc_dur=11.876728540999014, ln2_filter_exc_sigma=9.766257228790783, ln2_filter_exc_gain=0.5937909616247742, ln2_nonlinearity_gain=4.224823085932915, ln2_ln5_gain=0.4343449500755029, ln2_ln5_delay=13.131162447090048, ln5_ada_filter_dur=8.940772033373342, ln5_ada_filter_exc_gain=0.41860267512442684, ln5_filter_exc_tau=0.025568053678884418, ln5_filter_exc_dur=5.187367599423327, ln5_filter_exc_gain=-0.007541312644823012, ln5_filter_inh_tau=17.299677839474608, ln5_filter_inh_gain=6.504502386016385, ln5_nonlinearity_gain=0.006106069922380754, an1_ln3_delay=16.596930018560737, an1_ln3_gain=0.6596443236333498, ln5_ln3_delay=9.675336376488048, ln5_ln3_gain=43.73029386904895, ln3_sub_nonlinearity_thres=0.24466494392923127, ln3_sub_nonlinearity_gain=11.361287800960664, ln3_ada_filter_tau=1463.9873860710666, ln3_ada_strength=0.16469528306930364, ln3_nonlinearity_thres=5.103557756081792, ln3_nonlinearity_gain=3.511416115459637, ln2_ln4_delay=11.444272347169662, ln2_ln4_gain=-58.268982094014206, ln3_ln4_delay=7.153529811743413, ln3_ln4_gain=3.752318054346893, ln4_nonlinearity_thres=-0.0035988831389031756, ln4_nonlinearity_gain=6.822903972288159)" ] }, - "execution_count": 8, + "execution_count": 1, "metadata": {}, "output_type": "execute_result" } @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -65,7 +65,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -74,7 +74,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -90,7 +90,7 @@ }, { "data": { - "image/png": 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Tk6NVfZJx7do1Xf306tULAwYMsCp1y/o+ceIETpw4YfN4qhtuDFfLDwDGjRuHpk2bYubMmdi9ezeSk5NRuXJl/Oc//8Hrr79O5VIdpDhk+O2336Jt27b45ptvcPz4cWRnZ6Ny5coYMmQIxo8fTxk2HKA45Ec4l5UrV8Lb2xtvvPEGJk6caFG967nnnkP37t0xYsQIbNiwAaNGjTK8SDWZKbkmQRAEQRAEoZOmTZti8eLFRX45W7RoEcaPH2848xAtUgmCIAiCIAjd5ObmWmhPVZw/f95w9hJdi1QW6ONMhg4dWuQ+mzdvxtSpU3Hw4EFkZ2ejQYMGGDNmDJ577jltn6SkJLz22mvYvXs3vLy80KFDB0yfPp2iLAmCIAiCIEqQqKgonDp1CufOnTN0vK5FqpeXF0wmk6EBbJGXl6ds37RpE7p3746aNWti6NChKFWqFJYtW4bjx4/j888/x/PPP4/k5GS0atUKADBy5EgEBARg4cKFuH79OhITE1GzZk2nzpkgCIIgCIIoKI06b948pKWlSatj5ubmYt++ffD399ftVyyie5EaFhaGp59+2tAgPN9++y1Onz5d5CK1bdu2OHHiBI4dO4aQkBAAwM2bN9G4cWNcv34dFy5cwPDhw7F06VIkJCSgRYsWAICzZ8+iQYMGeOqpp6hMKEEQBEEQhJM5cuSIFqTNlpEmk8lisWoymWAymfDWW28hNjbW0Di6o/vDwsIwefJkQ4PwHDhwAKdPn1buk5OTgz179mDIkCHaAhUoSDHRt29ffPzxxzh+/Dh+/PFHtG/fXlugAkBoaCjatm2L1atXIy8vzynJZAmCIAiCIIgC5s6di5ycHAwbNgyDBg3Ct99+i+XLl2uZFXbs2IEPP/wQ77//vlaMxgi6FqlNmjTRyr45Su3atdGkSRPlPjdv3sTQoUPRs2dPqzZWESI7OxtZWVmIjIy02icyMhJbtmxBSkoK6tat65R5EwRBEARBEMDWrVtRqVIlLFy4EF5eXqhevTri4uLg5+eHRx55BD169EBoaCjGjBmDLl26oHHjxobG0bVItVVz2giffPJJkfsEBQVJTfWHDh3C8uXLUb16dc0Jt3r16lb7Me1rWlqadJGanZ2N7Oxs7X+z2Yw7d+7g/vvvd7rvLeEaSIaeDcnPsyH5eTYkP8JRzp8/j4cffhheXgWFS2vXrg2TyYQ///xTK/E8fPhwvPnmm5g+fbqWI95eHCqLumXLFmzdulX7f/fu3YiOjsaDDz6IYcOGISUlxZHuNcxmM+bPn48OHTrAZDJh4cKFyMzMBAAEBARY7R8YGAgANhPaT5s2DUFBQdpPcHAwKlasqPVJuD8kQ8+G5OfZkPw8G5If4SgBAQG4efOm9r+fnx8qVapk4c7p7e2NJk2aYPPmzYbHMbRIvXPnDvr06YMuXbrgxx9/BACkp6ejR48e2LJlC44fP45vvvkGrVu3RmpqquHJAQU+rK1bt8YLL7yA6tWrY9u2bejatSt8fX0BwOIiMdg3xPvvv1/a5xtvvIFr165pP//8849DcySKH5KhZ0Py82xIfp4NyY9wlLCwMBw9ehTnz5/XtjVo0AB79uyx2O/atWsOffkxtEidNWsW1q5di3bt2mn5Tr/55htkZmZiwoQJuHr1KiZPnoxLly5hypQphic3ZcoUtG7dGn/++SemTp2Kw4cP46GHHgIAVKtWDQBw6dIlq+MuXLgAAKhUqZK0Xz8/P5QtW9bih/AsSIaeDcnPsyH5eTYkv7uDmzdvIjU1VfkjU+Q5g6FDhyIrKwvR0dFYvHgxAKBdu3Y4cOAA5s6di4yMDMTFxeHQoUMO5a03VHGqadOmSElJwZkzZ1CuXDkAQOfOnbFz506kp6ejbNmyMJvNqF69Ovz9/fHXX3/ZPbE5c+ZgzJgxaNu2LZYtW4YaNWpYtN+4cQPly5dHp06d8Ouvv1q09ejRA+fOncORI0d0jXX9+nUEBQVpc8/JydHa7ty5AwC4ffs2AFj48bBtLJ0Wfxz7m/3mXQ/Y/mwb38b+Zvvw47G5sN98mzgOn+KL/S0TNfM/En/zf7Pj+OPZOLLz4/+ePn261ZiugMnwn3/+QdmyZZGeng6gsO49r9FnX2JYmbasrCyt7datWwAK7i8AFt8A2cMuu8Zsm0w27Di2jb8+bH/ZvSDeQz4+Plob+9vPz8/it2wbL7f8/HyL3/x4YhsAhy0hemHyO3r0KO677z4cOnQIAPDHH38AgIUJiV0zJjf2PwDNwiKDVUdhGT/Kly+vtbH3GHMVAgqyiQCFLkX8Nfb397fYJpMN+81nGGF/s2eLr9jC5s765s+F/c32Z35gfF/8tgoVKkiugOtg8rt69ar2/gcs7yX2vIi/+f3YNv449jc7P/482fWQXQNxf/7dJm6T+WGK7z9+LrJ3oq3j9aKag9jm7Kw1TH7Xrl2jBatOxHtAJT+92FucKC4uDv/5z3+UfS5atAjPPvus1fbU1FQ0btwYvXv3xpIlS+yaJ1DwudS3b1/8+uuvaN26NXbv3o2LFy8iLCzM4jMVAJYuXYqnnnrK7jEAO1JQ8Zw+fRpNmjTRXuwsZVTLli21G9xkMqFRo0bYvn273f3n5eXh3XffRYMGDbB+/Xrcd999VvsEBgaiV69eWLNmDY4ePapFjiUlJWHTpk2YOHGikVMjCIIgCIIoVpKTkxEVFQUAGD16tFacKDIy0mZxoujoaKxZs0ba37Rp03D8+HGtT5H/+7//M5xgHyj4Er5+/Xrs378fV69eBQBUrlwZW7ZswdixY3H48GFUqFAB48ePN7xABQwuUv39/S0Clvbv34/bt2+jQ4cOFvvdunXL0De+AwcOID09HZGRkZoaWaR///6YPn06Nm3ahOjoaIwaNQq5ubmYP38+QkNDERMTY/e4BEEQBEEQxU1sbCwyMjIsihMNHToUDRo0wKRJk6QZj6pXry7NcLRhwwbs2bMHK1euRK1atazav/rqK4ugd0dgVT8ZLVu2xM6dO53SN2BwkVqvXj0cPHgQmZmZuO+++7BgwQKYTCZER0dr+1y5cgUHDx5EaGio3f0zJ+6ff/4ZP//8s3Sfxo0bIyoqCjt27MCECRPwwQcfwM/PD926dcPMmTOl2lei+ImJibHKsqAnDRnhHrAXIG+aZe4ShPvCNBsyMziZcwnCvcjJyXFacaIbN25gxIgR6NevHx577DGr9nPnziEmJgZvv/02XnvtNcNzfu6559C0aVOMGTNGud/s2bNx/vx5zJgxw9A4hhapI0eOxPDhw9G8eXPUrFkTW7duReXKldGxY0cAwJo1azB16lTcvn0bvXr1srv/xx9/XOnrw9OsWTP89ttvdo+hgh9b9B/lP6xFvyvej0r0V+GPU/khqnydxHH4fVRzUflR6fFJFcewNT8R3ke3pGDnzvstqq6H6ryYDJm/jcynTnU8a5P5PLNtKl9imX8fu3dkvnhMfvyLjbWxPmUvPT3+dq6GzVN2P7Prz0xVvD+o6PPJn594PrwcmH85byES+5L5gcp8zsRxZM+U7DjRV1P2DOuBn2dx4+XlZTG+yieVv/563m2y+5KNxfv22jpO1qbHj9DoO7EomYl9ye4vwjOxV36HDx92WnGiKVOm4MKFCzaD1p9//nnUq1cP48ePd2iRGhcXh969exe5SP3hhx9w4MCB4l2kDhs2DBs3bsSKFSvw119/oVSpUvjoo4/g7e2NvLw8PProowAKtJ1vvfWWoYkRBEEQBEF4Ardv39aUDnzQnbhg9fPzswjCBAqtU0aKE/Gkpqbio48+wuDBg/Hggw9atcfFxWHjxo04cOCAIVdMlqSfsWfPHqttPDdu3MCBAwdsZlrSg6FFqpeXF5YtW4YJEybg5MmTaNasmRZ95uXlhWeeeQbt27fHsGHDtEhVT0f1bVz2jV2lWRO1BrxGQdSC6Rm3qDZxLry2TtQSqbQGsnHcHdk5i5pJvddR7IvXzrK/mVaP1+yoIon1aORUcpNppVRRzaJ2UBbxLNPcFpd2zmw2w2w2axpimfZZzHrAz41dD9ULWNRCA/LMCzINqq02Z0Ryi3Lm5yLTFKr60tNWHMi0waL8+DbVMymTgx4Ns0xrqorMVmlSxXFtaY3toaRlRDiG2WzG7du3LTKDMAIDA7VMMYzJkycjNjbWYhuzChkpTsQzc+ZM5OfnW/UPFFSIGjduHF577TVEREQU2ZcM3o/VZDLhypUrRfq2enl5YezYsYbGAwwuUhnNmzdH8+bNLbaZTCZD6QwIgiAIgiA8DaakKFeunIWC6erVq1paRIaoRQXgUHEiRmZmJhYuXIi+ffuidu3aVu0jR45E5cqVHcp8tGnTJgAF59a1a1e0bt0a7777rs39fXx8UK9ePVStWtXwmA4tUoGCbwDXr19XatZkqRM8BfG8VJpRvX5UosZEln9U7NvW2LbGkx0n83UTx7FXk+quGlVxXipNIH892PXXoxWR5UlVodKk6tFkq3ylZdpE1sZrFfk52xpPpUEsLkRLAj8XUba8RpudH7Pg8BpIUWsmk5/MX5hpx/VqvPT4NKrkrccHWaapd0dUuZVlfuKy5068L/l9xOsp87+WzUWPb6nKX1W0OtjqSw96crWSttX9kMm5XLlyFv70LG9wUcGKjhQnYixfvhxZWVl47rnnrNq+++47/PLLL1ixYoWWQ5zBCgLomWfnzp21vzt06IC2bdtabHMFhhap+fn5eOedd/D5559LLyqPyWTS9QFOEARBEAThqZQvX177Apmbm4vk5GRdx0VERMDHxwf79u2zajtw4ADCw8OLLNCxfPly3HfffejSpYtV259//gkAePLJJ63aVq1ahVWrVkndEFSIZv7bt2/j8uXL8Pf3L1Lraw+GFqnTpk3DO++8AwAIDg5GmTJlnDYhgiAIgiAIT6N8+fKa5cWe7DaOFifKzMzEjh070KNHD2nVvWeeeQYtW7a02t6nTx9ERUVh/PjxCAsL0z1fnq+//hoff/wxDh8+rGmXy5Yti+joaMTExEgzFtiDoUXqokWL4O3tjQ0bNigjuzwVewNpVME5KvO7WApQ3E/2v615qtwLRDO/aPLlUZl/ZYEHtv53F+yVjZhqTGVmU5n7ebOjGGTBtxk156nKm4qBU6qynHoCjIzMz1FUwYXifczfeyyVlFguk0cmd1l5X3Gb3mfDnjaZqV42P1HO7mzi5+HPQUy3JpOp7FqL97MsoE8V3MZQvS9l7zZ7y1yKLgD2puzTOw7hXrBgT6BAaccWibw7ix70FCdKSEhAQkICoqOj0bBhQ+3YXbt2IScnB23atJH2HRYWZnMRWq1aNfTu3duuuTJeeuklzJs3D2azGaVKlUJISAhu3LiBa9eu4YcfftA0tI74wRp60507dw6tW7e+KxeoBEEQBEEQ9sL8OvX4d4qEhYVhx44daNy4MT744APMmzcPXbt2xfbt27XiROvWrcPLL7+MvXv3Whz7+++/A4BFIQBXs3r1anz22WcIDQ3F6tWrcfPmTVy4cAGZmZlITU3FjBkzEBwcjNjYWKxfv97wOIY0qZUrV7ZKq3C3oidASI+W1d7E+zItkT3BSnrHE/fRqxFSzakktar8t1p+LrKUXOI+fJvRc2Byu3XrllWb7DoyTaZMcytqjmSBHyqtm5g8HSjUXjFNoypBvZE8eo4iyk927qL8eI2cKihRlS6KbeP7YlG1pUuXttpf7Etvon9xH9k2Vcoj1TujJORlC5WVgmmYmNYbsC5mwV8Ddq+y81MVoOARLQl638/is2WvRlWGKqWg0T4J96Ns2bJa9D57f9hDUcWJYmNjpX6jb775Jt588027x3Pks3ru3Lnw9vbGxo0bUa9ePYu2qlWr4tVXX0W3bt3QrFkzzJ07Fz169DA0jiFN6sCBA3HkyBHs2bPH0KAEQRAEQRB3E0FBQQgODkZwcDCCgoJKejou5ffff0fz5s2tFqg84eHhaNGiBfbv3294HEOa1EmTJmHHjh3o3bs3xo0bh5YtW0q1DYwOHToYnmBxImpxxDb+t2yb3lKk9vhE8jgrwb9qnjJNnh7NkDNSsTgT8ZxVpWdlqX5UWhSxH9lxfBvT5MhSGenxX5T9L2oM+TbRb5E/d1GrJJM3g78uxa2lE7XAKq2bzDeYnZ+sLKrqvuT7YmPKUnkxVNpxo/6q4nwBa+240cTxxYUsXRS7nuJvoFDrxH7zwR9MkypqVAFrmfJtrA9Z4n09li49mk1VCjHySb274eXM/g4KCtIS8jNrmrvGazhKdna2LpeG4OBgXL9+3fA4hhapt2/fhre3N65evYrJkycr96UUVARBEARB3O0EBwdrCjtZ0v67idq1ayMxMRF37tyRZhQACr5UHzlypPjLok6YMAE7d+5EqVKl8MADD9z1am2CIAiCIAgVfEpOWwu3u4XHH38c7777LoYPH4758+dbpSLNy8tDTEwMLl26hBEjRhgex9Aidd26dShTpgz27t2LRo0aGR7cXVGZafQG2YgBDrI0U6qgHpX2WU9wj1G3BNk49gYO2BPg5WrYHPSa+hjs3Hnnd1XqLnEfmTlWliZHlS5KNFPam45MFmTD5sf65M9Jlc6nuM3L4jmoTLyyc2dyy8zM1NqYGU6WnkrmSiO6VPDmab7ik9iXaptqH5V7jXiPylyE3KFSGEPlysTMoHzwLSsHyeTGa6GY3Ji7jKyKmMzcr3KzUb3X9QRV6cEZJnsy+7sHel047rvvPm2x5g7PoSuZMGECvv/+e3z77bf45ZdfMGDAADRo0AD+/v44c+YMVq5ciXPnzqF8+fJ46623DI9j6CrevHkTzZs3vysXqARBEARBEPZSpkwZBAYGIjAw0FCRo6SkJPTs2RPBwcEoX748+vXrhxMnTjjtOKP9ywgMDER8fDy6d++Oa9eu4auvvsLrr7+OsWPHYvbs2UhNTUXDhg2xefNm1KhRw9AYgEFNaosWLXD27FnDg3oSKq2UHg0lC/JQpX1S1eiWIetL1IiqigfI5qnSlOkJ8pBRkhpVcUxZ4JTsf1HzzackEoOUVIFMskTOqsAbWXokUbOpuo56i0Wwv2VpecRxSwIWhCA+NzKNtipwiu2flZWltak0azLEe4CXqepeMKr90nPdVdpxVQGD4obNgZcN06Aymfz7779aG9vG9uE/4FkfzHzKm1HF68FrWcXroTeITo+lxd70Yir0BGq5g0wJ25/jTIalS5fW7l17rU/JycmIiooCAIwePRoBAQFYuHAhIiMjkZiYiJo1azp0nNH+VVSqVAlr167VKmOdOXMGd+7cQaVKldCuXTt06dLF4XvX0CI1NjYW0dHR+OijjzBu3DiHJkAQBEEQBOHplC5dWguc0uMexhMbG4uMjAwkJCRoSfmHDh2KBg0aYNKkSYiLi3PoOKP96yE8PBzh4eGGj1dhaJF69uxZ9O7dG6+++io2btyITp06ISQkxGaamqFDhzo0SXdCpnVTaUllPopG01Pp+favZ+6qc1BpDTxJkyrOgZ+vqmCCqAGSJYqXIV4PXism9qVK5s8fx9pk95fqBSjeOyp5y0qfyrS6xZWCimklRDnwc2HXkWlLZddCTBwv68ten1RZXwy9yfxV94k9x+n1QRbTYRUXMn92Nhcmt6tXr2ptLEUN8/vl/VWvXbsGAFq6G1Z9BygstCBLMyVeT17LKqbIstdnXeynKEgTencgu0+8vLy07f7+/poPNf/ZURQ5OTn48ccf0b59e4uqUaGhoWjbti1Wr16NvLw8q/ew3uPy8/MN9a+H27dv46+//kJGRobyc8loKlJDi9Rnn30WJpMJZrMZv/76KzZu3Cjdj33Y3E2LVIIgCIIgCBE/Pz8t6M+eFFSHDx9GVlYWIiMjrdoiIyOxZcsWpKSkoG7duoaOu3r1qqH+VeTk5GDs2LGIi4uzCCqV4UgqUsPJ/OmbIUEQBEEQRAG3b9/WfKbZwu369esW6yV+Icu4cOECAKB69epWfYaEhAAA0tLSrBaReo+7cuWKof5VvPPOO5g3bx4AoEaNGqhWrZpLLG6GfVLvZvSmI9GTSkpmVrV1fFHHiZWEZIE7KhcC2XiiSZNHNJXrTbOjqitfXIhjywKnxOpE/N/iPnxf7EFUBbqoUo7xZkcWxCNL/ySmz7I3FY7qXpAFHYkvGFU1KldhK3CK/6bOzO4syEZm4pWZ2kSXCtk15K8Vkz3ri+9TvBf0ppJSuVSoKoyp5im6FPHPW0kFwamuMZPf5cuXtW0scIqZ/f39/bU29qEvc+9gMlFpaZiM+D5FdwTV+1LveemBlDueSVHPoq+vLypXrmwVxR4YGGgVkDR58mSrNRRzaWGuAmIfgPwe13uc0f5VLFmyBN7e3vjxxx/Ru3dvu461B12L1JiYGDRq1AjDhw93eMAFCxbgzz//xKxZsxzuiyAIgiAIoiTx9/fH6dOnpVldTCaTxZdFmRsA+yLG8gXzsC9n999/v+HjLl68aKh/FRcuXEDr1q1dukAFdC5SZ8+ejd69eztlkfrTTz9h3bp1HrNI1RPIpErtJAucErVEKu2sLNWMnhRUqqTD9mqKVdpSPZrU4gyc4tOB8PAvCdW1EveRbZOlFVPVaxe1sqqAJFmaHFW6KD1BHUYtA/xcilsDJGqP+fHZdZRp/5lmmiF77thLWRZIo9Iey7SsrC9+XzH1kb3aUpWWVY92VfaOKm7YuLw8WGVCFvjEgp6AQo0Q047zH6bsPpRZPtj1l7Ux2Ac5PxemVVVVBZJZMIympVJRlEbfkb4J56J6XgMCAqw0lXqeWwCoVq0aAODSpUtWbcykLystqvc4FqRob/8qKlWqZHcGAyPoNvdfuXIF27dvd3hA5htBEARBEARxrxMREQEfHx/s27fPqu3AgQMIDw9HhQoVDB9ntH8V/fr1w8KFC3Hp0iVUrFjRrmPtQfcide/evejUqZPDA/LpZdwNmRZOTzof2bdrUevJ+3uIflQqfyj+OEe/tejRnsl8KY1qUsV+ihPxXPnzErepfD1lifBVx6lKiqpKfMqOF1NQ8Zo/8d6RzUWlIbY3xVlxpaBisPOT+aSKGlHefMY0YzKfYtGXldd6yK6/KEuZL6RsDio/UD0+qSoNrEpTryo4Utyw+fHay3LlygEA0tPTrdoYzCeVPwcme1maNiZT8X7hYePwWlPWh54SuXyfqmdL3McR3PUzkihEfBb1Wi/5YxiBgYHo1asX1qxZg6NHj6Jx48YAoCXJnzhxonQOeo8z2r+Kt99+G+vXr0evXr3w3XffoXbt2nb3oQddi9Rhw4a5ZHCCIAiCIIh7nenTp2PTpk2Ijo7GqFGjkJubi/nz5yM0NBQxMTEAgISEBCQkJCA6OhoNGzbUfZw9++nl+eefR6VKlbBr1y6EhYUhLCwM5cqVk35JN5lM2LZtm6HromuRumjRIkOdEwRBEARBEGrCwsKwY8cOTJgwAR988AH8/PzQrVs3zJw5U/PjXrduHd5++20sWrRIW6TqOc6e/fSycuVK7e+8vDwcO3bM5r6OWAYMpaC621GZcuwNnJKZHUXTlMwUrcc0rzKjq8y4etNTqfpXBYCoquMUNyqTt1h1Big044rpnwDrylEqcz9vHhevo8xsrEpBJTO1i0EdsrnY+2JQVVArLpjLjUw2DDEVm6w+PDPx8iZlMdhJVW0LKLzuspRjKpcRVZ96UB2nCtzQkwqvuJEFm7GUN3xORmbSz8jIAGBZjYpdY7aNTwXGXAhU6fVkgVPsmslcDkRkQZeyNpF73WQvfrbY6zbmaehN0aiiWbNm+O2332y2x8bGSlOAFnWcvfvpIT4+3in9FAUtUgmCIAiCIAjddOzYsVjGoUWqBJkmQqYxEb8pypJ9yzQZskTq4nF6UlDJNEEqDZQMVYotmXZCHM/W//y2ktCkqpLy29oX0JfmS5YLjwVgsDbZ9ZAFfrB7hml7ZClxZBoyMS2V0cTjqrRWJal9Y9eFXTM+JZF4/6sKXvCaMrafGIjD769Kys8jPvOqZ1FvAJS4j2ybHs2T7Bl2B00qmwMLMmPpc4DCrC8sHQ4fKJeWlmaxjf0PQAvWYHLWq0ll2/gE/yL2pte7G7SBzkRVyIZdK1kxjLuBu+18iiIpKQm7d+9Geno6/P39UbduXXTs2BHly5d3uG9apBIEQRAEQRB2ceHCBQwaNEgaFOXj44Nnn30WM2bMQNmyZQ2PQYvUIhA1TSothSxdkUwbydpkScnFPmWaAZUmVqa91JPo36gPrErbVBLfJsU0YjJ/KD0+urIk8rKxGKKmVpbKSJaUX6XJlvm32pqD3oTxqpKd7ogqbZdKm8WOk/kMiqm9AGuNNt+XHq2nrC+muZMVDZAhjqPySbXXz7W4Namy1G/MX1gsNwsU+paGhoYCsLxmDOaTyvxW+T4zMzMByK+vzD+ZyZlpdXmNqr1abhG9vsR3O6KcVYUySqp8L2GczMxMREVF4dSpU6hYsSK6deuGqlWrIjMzEydPnkR8fDy+/PJL7N+/Hzt37pSWZNUDLVIJgiAIgiAI3Xz44Yc4deoUnnvuOcybN88qCPHSpUt4/vnnsWbNGnz00Uf43//+Z2gcj/j6cufOHZQtWxYLFiywaktKSkLPnj0RHByM8uXLo1+/fjhx4kQJzJIgCIIgCOLu5/vvv0eFChWkC1QAqFixIpYvX47g4GB8//33hsdxSJP6119/YcGCBUhISEBaWhratWuH+fPnY+LEiXjyySe1qgaO8sknn2jmHJ7k5GRERUUBAEaPHo2AgAAsXLgQkZGRSExMRM2aNZ0yPqBO0SQLttFTyUk0+8uOU6WT4c1lDD3mab3BMuLcVcFEqjmUlNmfR5WSi28Tzfa8mVmV6kc0u/PHibXHeVRuIawvmelTHFdVjYyfi7ubHZm7Bru32XVhZl1Afc1EZOcuCyYSxwOsXSP0ViYTzf2qwCkelWz0uNWoAryK25zK5sJflxs3bgCQp3ArXbo0AKBevXo2+2R98YFT7JligXX8NWBt7PnhnyM2HjNB8seJVaj0PjPifSJzMXL358+ZsHsvKysLgKW7hRgwpScVGOFeJCcno23btkrZ+fv7o1mzZkhISDA8juFF6ldffYUXXngBubm52gNYp04dAMCSJUswffp0zJo1Cy+99JKh/lNTUzFlyhTs3bsXhw8flu4TGxuLjIwMJCQkoEWLFgCAoUOHokGDBpg0aRLi4uIMjU0QBEEQBEHICQgIsMi6Yovbt2875BNvaJF68OBBjBw5En5+fnjjjTfQvXt3tGnTRmufMmUKXnnlFYwbNw7Nmze3aNPL9evXcfz4cQQHByMiIsJqoZqTk4Mff/wR7du31xaoQIHjfdu2bbF69Wrk5eUZqjmuN3hIFTglOo2rNKm8RlRPHW5Vm+obu+xGUQWhiBorvTeaO2hSGbLroQpOE4ObZFputg8vN7afrAiAGACluo78fcI0OmKdcf58VImyZXMRNb2qWvUliSgHfm7sWsvSfbFrxK4jr4EVCybInle9BRpUBStUFgvxeL1BbUZTV5UU7L7knx9WRIFZxXjrmPgu5CvgVKlSxWIfvUGh7HqyPvkP1GvXrgEo1KTysmX3kEx+Ki2r6rl2p2fLlaiumezzimnhikoHR7gfzZo1w44dO3Dq1CnUr19fus8///yDAwcOoFGjRobHMfTkzJw5E/n5+Vi3bh1iY2PRunVri/ZBgwbh22+/RV5eHmbNmmVoYg8++CC2bt2KrVu3Yvbs2Vbthw8fRlZWFiIjI63aIiMjce3aNaSkpBgamyAIgiAIgpDz0ksvITc3F507d8bSpUut3A83bNiAbt26IScnB8OGDTM8jiFN6tatWxEeHo4OHTrY3Kdr166oX78+9u7da3hyKljS5+rVq1u1hYSEACjwXeJL7zGys7O1b/VAgdaWR/ZtUJYuSkwFJUtJxLQ9Mo2cTNsgzkGlgVVpdWVaGFVaKz0lU1XFB2TaOlv/O4OiZCgiKz2rp6ysytdTJm+mkeH9dFR96fFJZX3x94koU9n5ifvyf8u0FXpSIDmLouQnlg7mNaLsZciSu7M0QrLj+THE/Xj5s+eU36bSmqk0qXqKYOjRlsqeKXu1rK7SRhUlP1GLCRT6JqanpwMAzp8/r7WxFFBMs8mnAmMJ+5lM+eeA9cn8XWXnzvZn+wKFWlw2niw9lXgufJ/2JvrXUxClOLH3/akX1buGf0exsdm1lr2LjVhBieKjf//+eOWVV/Dxxx9j6NChGDlyJEJDQ+Hv74+UlBRkZGTAbDaje/fuePHFFw2PY+hTKCMjAxUqVChyv2rVquHy5ctGhigS0VzDw2pD26oyNG3aNAQFBWk/NWrUcMkcCddBMvRsSH6eDcnPsyH5Ec7go48+wooVKxAREYGbN2/i2LFjOHToEK5evYrKlSvjvffew5o1axz6wmFokRoaGoqjR48qS00CwMmTJ3H//fcbmlhRsG9gMsdd9i3N1thvvPEGrl27pv38888/Lpkj4TpIhp4Nyc+zIfl5NiQ/wlk88cQTOHjwINLT07F//37s2rULp0+fxrlz5/D66687rBE3ZO7v378/pk+fjldffVXqLwoAs2bNwvnz5zF8+HBH5mcTVvf50qVLVm3MFaBSpUrSY/38/KQmQrFaEWBthlBVgOJNW6IrgMpsLwtWkh2nJ8iJ/dZbKUk8X73VkETTtcyU7UpzsS0ZiqgCyfSY21SBAPyXNNF8LktlJJqPeVTXis1BFrgjMw2rguhUwUDiNleajYt6BsXrKKs4JaYEAwrvQ1WQmuylKZMbcwFgX4hlacVUtcdlrhji2PamN7LXTYChCuIyQlHPnyxNHjPJM3P/v//+q7WJri0sRRRQaKZncqhatarWxqpPie4CfB/sueNN+uzZZW4kzHUEsE5npfc9pqeamL1trkLv+9MR2HVnMuHfl+LzyV9/2fNGuD8VKlTQZWG3F0OL1Ndffx0rVqzAnDlzsHv3bnTt2hVAQSTXtGnTsHnzZsTHxyM4OBhvvfWWUyfMiIiIgI+PD/bt22fVduDAAYSHh7vkghEEQRAEQdzrZGVl4aeffkJiYiKuXr1qM4bDZDJh4cKFhsYwtEgNCgpCfHw8Bg4ciP379+P3338HABw5cgRHjhyB2WxGlSpVsHLlSq0Ws7MJDAxEr169sGbNGhw9elQrHJCUlIRNmzZh4sSJhvvWm/ZJdOSXpSSSaURV2lLWhyqYSjYXMQhL7zd3VYotVeCUGPDjbilxitKI86g0hno1ouJxvPaF9SFLyi9LsWRrfvwYoiZCpXGXzVOmARS3lWR6KjElFNNq8ttUz4EqKFFM7cX3KdPKiscB1ppUmdZHFfyo0oiqUvCo6sK7U814Nhf++rMk/EyDevHiRavj2HyDgoK0bcHBwQAK01Lx/pNMO8p+89pBpsFTPSNMg8cH5jFNnqwIgCooVJVCTGYRuJuQvWvYubLrxz/DbD+2jQ9qY/Im3JuzZ88iKioKf//9d5GWmmJfpAIFfqn79u3Dr7/+inXr1iE5ORk5OTmoXLkyOnTogKeffloa1ORMpk+fjk2bNiE6OhqjRo1Cbm4u5s+fj9DQUMTExLh0bIIgCIIgiHuRCRMm4OzZs6hfvz4GDx6MSpUqueRLmENlUQGgW7du6NatmzPmYjdhYWHYsWMHJkyYgA8++AB+fn7o1q0bZs6caZEM2l5UpUhlCcBl6anE/fk29u1RlUpK1qZHgyTT3qj8MsU+9aag0pOiyZ2SMcu0ZrL/xTb+oRN9iGUJwGXXRUwir0KvdlaV7N6eJPIqP0vZeK6G+aSK/qb8XEQ5yK61TEaiVpb3e5SV9hO177LroUrKL44r26Y3lZTYpyrlmztoVNm14zWbLF3guXPnABRmaAEKNWlMluXKldPamI8oSy3Iw+TA9uflqCrXKNO8inNnVi3eQqYnTZit/8Vtopzc6X2pF3Yfs2BlXlvKrrHM8iSWDOa11ey6OFrSV1W22hOvtbsRHx+PoKAg7N6926WulQ4tUk+fPo1bt24hPDwcAHDq1ClMnz4d58+fR6tWrRATE2NhtjFKVFSUzQ/eZs2a4bfffnN4DIIgCIIgCKJobt68iVatWrk89sfQVxSz2YyXXnoJDRs2xJdffgmgIDlyx44dsWjRImzYsAFTpkzBww8/rEVfEgRBEARBEJ5PvXr1tExKrsSQJvXzzz/HZ599hoYNG6JXr14AgG+//RYXL17EkCFDEBMTg7lz52LhwoWYOnUqZs6c6dRJuwpmapSZCWQmfWYGYtv4IAGxYg5vMhKDo2Spndg+qpRXMrcElQuBvSmX9KS8KipXrt5xXY1snioXB1Xwiux6iiYpWboVVeoj2TVWmebFSi32ph2S9Sm6JfDm0uIO+BDvcb46jvhMyVILMTOuLHhFLN8HyAPJRHM/P46Yrkuva4RRs6M9lcJ4SqoOOhuXr97ENC6s7ezZs1obM+mz4i98wC2TvVjvHSh02ShfvrzVHMQAOVXlKF5m4ntZlWpO1qdorubbVCZoT0H2jmIBaHxKSBYAVbZsWQDy95csVZyed6K982TvE1nqPcIYL7zwAkaPHo01a9agT58+LhvH0CJ10aJFCAgIwMaNGzU/ozVr1sDLywsffPABQkJC8Nlnn2H16tX45ZdfPGaRShAEQRAEQViSnJxs8X+XLl3Qu3dvPPPMM5gwYQI6d+6MihUr2vwCUKdOHUPjGlqkHj9+HI0aNdIWqPn5+dixYwciIiI053YfHx80adIEe/bsMTSxkkRVh5v/Vi1+0+bbRKd7mZZVFlQlfouXBSvZm3pHDG5SfRtVBWqpAspkbYziTl8kQ5ZGRqUFk2kT2TVVfQuXaWxF7YtMQykLQBPnIkvmL0uTI9NAiKjSWsnGk6XPcgUmkwkmk8kq2IIPcFGl0RKPUwWvqILGALV2nGUuUclGT4EGleZcNXe9AVclpaVj7wBeA37lyhUAhff/Aw88oLWdPHkSQKEm7vz581obC6qSvUurVKkCoDCZf5kyZbQ2ds8wWckCqWSBeWJQjwxV0J4sDaAezbkqCMsdkFk1mAb86tWrAArc/hiiBpsPVBTfifZqNmUpE8U+9RamoWAqfdSrV89m8PXbb7+Nt99+2+axJpNJl9VVhuFPHj4gKjExEZmZmejQoYPFPvn5+U6vdEIQBEEQBEEUHzVr1iyRhbyhRWrdunWRlJSE3NxceHt7Y9myZTCZTIiOjtb2uXnzJg4dOqSVL/UEZD6pou+lSlsq04iylBwyzabMr1PVJn4TkfnPqVJlyRBvOr3fPvX4wDJKUpMq+1atJ42MnmT3Mk0cgx9PLAIgu8Yy3yxRSyfTbKp8DvV8QZT51apKproapkkVx+Wvi3itZXKQXRcxPZVMA6vSZqlK5NqbZF9WXEKVDF6V3sgdNansXPhyl3///bdFG2/+Y6VSmSaOT+7OtKvsXcr7FDOtJ/N35d97zO+RaVJ5Lav4PlcVVZAh04SzvmTPj8yP3Vm+l8UFmxNf+IBpvFnJW77UrSqdH5ON7FrrsQTJLIZi8QCVdc8dnhFPIyUlpUTGNfTJM3jwYFy6dAmdOnXC8OHD8dFHHyEoKAidO3cGUFD16emnn0ZmZqbFwpUgCIIgCILwPMxmM5YtW4bBgweje/fuGD58ONavX+/SMQ1pUl966SWsWrUKu3btwq5duwAAsbGx8Pf3R15eHiIiIgAAVatWxaRJk5w3W4IgCIIgCKJYycvLQ9++fbFhwwYLLXVcXBwGDhyIpUuXusTiZmiR6uvri23btmH16tU4efIkWrZsqWlMTSYT2rRpg/bt2yMmJkZaJcTdkQUPyYKcRHO/LM2UyqSvcgWQme3FtDyqQCZZWiuZ2Z6hMkmqUl7JAghUVaiKC1WKGdGsLatRL5qOgMLzYqYqWVUv0Ywl9i/Ohe0nu8bi/rLa8WybrLISQ49pWbZN5urgapi5X6yfzpdYZqZFWYCLyvTNzoEF1PBykZlj7THlq1wOjFYlUrliqPZ3B1Om7L3HAm6Y+T4tLc3quLCwMACwyL/ITMgsPRV/rVkwDpNp1apVtTa2je3DXwt2f7HfsudOrJgE6JMDQ/a+VN1z7pqeSvx8Y8FSgHUQMAtgAwpdPa5fvw7A8hlm+6mC1FQBTargYZl7myqdojtda3fmk08+wfr16xEcHIwXXngBNWrUwPHjx/Hll1/iu+++0wo4ORvDgVNeXl547LHHpNt37tzp0KQIgiAIgiAI9+Drr7+GyWTC5s2b0axZM217r1690K1bN3z99dfutUi9GxGDpgDr5PoybamsjX2bk6VNEb/x8fWOxW96Ms2t7Fu/SluqCsbSk+xbFhyl0jCrtILFjR6Nh0xjJUtPJTrky4LT9AQC8JoZVZ8isuNEjSPfl0yDKp4njyphfHFqUr28vLTxZGmD2DYx6Ezsh98HsA5gk8lIlo5M1b+sL/E4vQFoKk22rX1l+9ub+sgVyFKrsTRFLBXVH3/8obWxwCeWlooPzklNTQVQeK1ZABZQqCVl9wRfPKBcuXIWc5BpRNlxslR/MiuFygojXmNZEKQs9ZFMiy++O0tSy8febcyCwQe1MW0p+wzj58m2MVnyGYEcTa4vSwkp9i2zbqhSUBFqTp48icaNG1ssUIGCfKl169bFqVOnXDKuoUVqzZo1de9rMpksKosQBEEQBEEQnsOtW7dsZmuqU6eOVbJ/Z2Fokcq+2aowmUxuoUkzgkwrKPqR8n8zDSffptKyir6osm/xKl9Wmb8qQ+UjKkujJaJKZaTSltrrA+sqmE+jqsQn+1vmcyb6m/I+VmKf/HXUk8pLptERNQiqayVLQcXOQeZXK0NVRlWlSS2uFFTe3t7w9vbWtGCspCL/chTvf5m2m8mRLwLAtG6iPxx/HL+NHSsrmKDyMxY1qDLZqMrYyrTxetJTuaNPKp/AvX79+gAK003J/IyZZo7JHwBatWplsY/sHcz8VvnyqBkZGQAK7yE+BdV9990HwPpdAFhrNmUWBZlsHZWDO/lJqlL2Md9gADhw4ACAwmvGa7JZaVvmJ8yfC9OuyjTM4ueGyhLB/y9+Hsp8gvUk+pdB2tYCbBV14eXu9DGNHHTmzBnp9szMTKSmpuKXX37BggULMHbsWEybNs2hCRIEQRAEQRD3HoYWqewbkozGjRuje/fu6NatG/r164f69etj+PDhhidIEARBEARB3Hu4LHCqT58+qF+/PubOnesxi1RVxSlmhuLrFjNTk6wSisoVgP0tCzoSTfIyVwDWxs9FNIOojuPnokJmihH7V6W8krW5GmbuV9WEFoNyeFMfk5cqNQ0/lvi3zFQrylJl7pchM3uJKahkAUb2mqj0VDVyNT4+PvDx8UFwcDAAaL/5oAt237PrKnODEFMMAUBgYCCAQjN+UeZ+5hbA+pCNowqwkwVOqdJTiciuucwVQ2VmVvXlSth58iZ2ptw4ceIEAMtqVOzZYOmK+GpUjRs3BlDoZsYHTjHOnTsHAKhcubK2jQX4MDcB/n3J7gXmciB7X6oqjNkyewLqYFS9cijKBO1qecruL/Yc8FWltm3bBgCoVKkSAMt7nZn5WVAcfy4sjRV7Fnm3KjHYmH+Gxap/snnq+bzhjxPdhmQBb7LjiOLBpdH9FStWxMGDB105BEEQBEEQBOFi1q5dq1Ss2GozmUzKWBgVLluknjt3DgcPHrT4Ju0p8N+kRM2mKjhK1ibTsoqaNV54YuoqmUO5LK2VKoG7qLGVJUC2N8hNDF5RpacqiQA68Zs2/02daVhkgVNsmyo4jX271lvAQOxTFRAjS/Yt7gtYa+RkBQJkQQIiKm2PKr2Oq/Dz84Ofn58WOFOlShUAQPXq1bV9RG2K7NrLCiCwdxHTnvFBVez+4LexPpgmh7+HxIA1lZZblZ5Kr0ZUpdFxJw0qg91z/PVkAUxMo9q8eXOtjWlC2XGZmZlaG8sOw+RQr149rU18Rnh5s+Acpknl+2T3AtPmygIrZdpM8blTabuLen5UsnEnjZ34PqhRo4bW1qdPHwCF71T+OWDyZhpsWQAU06iq3lH8Z6coE1lQG+ub19Sze0Bm3RO14/xzLqb4k52DO8nK1Rj9LHdkDWBokVpUqdP09HSsWrUKt27dQv/+/Q1NjCAIgiAIgih5bAXMuxpDi9QpU6boSjEVFhaG6dOnG5pYScD8UWVaSPaNj/drYn+z36r0VDJtqag15bfJ/EbZ9RZ9Yfk2leZP5ucq09gyVD6KqqIDJZmCiiF+++e1GqIvKu/zJF4PmX+SmMgdsP6mqEpxoteXVZXQW1WW02gCd3fxSfX19dU0qUxrc/HiRW0fVflDtk3mXyaW0OTTI4npqQDrNFa8VlD0U5UVWpD5q4oaVJm2TeV3am9xipLS8rBxeQ0l8yuuVasWAMtURgxWKpWXLUsSHhERAcAyHZloseJlKr6XeU0qS1XF3lUyTarMyiSTqXjO9hZVKKmCC3ph58ruef76M99elu6LFWwACmUh+0xj1oxr164BsCzewK4xexZllj/Ve49t4/tkfrRsDkyzKjs/pgEGClwWgcJ7gr+/ZMVZ7mZUAfOuxNDVnTx5ss02k8mEwMBANGjQAF27dpUGdBAEQRAEQRCECqcvUgmCIAiCIAjCUVyqp545cyauXLmC999/35XDOA2ZuV801/PmfjEtlSo9FW++EvtUuQKoKkep2mSoUl6pgpxUZihZcIFo5jca1ecMZGZHMd2QrMqQeDxQeB5iYAVgbRqUtclQBU6p0GMaNmo+LEmzI0tBxSoCsdQ2LA0RUGhiZPvwz53KXUM03/OmOxZIwwd6iuPwbaILAO8ywv5WBdDI2lT3gj3VjNwpgEoWuMbMxfwzwtw7WAopPs0RC8phJmImD6BQhuy3rHoc65ulQgIKTcmyVHXsusvMuHqeLZWMVDJV9VGSz6T4TmLPBVB4jZkrBzOPA4XBcL///jsA4MqVK1obM7czWd5///1aGzMrs2efH4/JiX2u8s83uz+Y3PiKZqx/5ld59OhRrY25mDDXA75qGUujxVKisUBOAAgJCQFQ6B7Af47oSS1I6MPwIjUnJwfx8fFIS0uTLmxyc3PxySefID093WMWqQRBEARBEIR7YGiRmpmZifbt2yMpKUm5n9lsRtu2bQ1NrCRgmlRe88e+sbFv83xaC6bBsTfRv6hJVQVAyY6TwcZm++jRftoaR7afPX2K51ASgVNikBL/zVZMPcVrT8XAM1mSdpnWWdQe6z1ndpwsIEPP9bc3SEMPsuOKS4be3t7w9vbWtG5MW8FfF9bGNBj8M8n+lj1bTO7sWvOaFnYP8NpS1s62yYKqZEUDxNRTegPlVIn+7UnY706aVFVqJ/65Y9orll7q0qVLWhsLmmPvKBbEChRq3ZiGS5YKj8mRlxGTqSrwzWiKIb2yEft3h4A3GeL9yL9LxeAm/p5lctu1axcAy6CqLVu2AAAiIyMBWGpS27RpY9G3TG7sXmDaT6BQ88q06vz7k2nR//rrLwCwWLuwbZs3bwYA1K9fX2tj75h27doBAB544AGt7eGHHwZQeH/J0mERjqPPtigwf/58HDlyBJUrV8bTTz+NmjVrws/PD8888wwef/xx1KhRA2azGePGjcNPP/3k7DkTBEEQBEEQdzmGNKnff/89fHx8sHfvXtSoUQM7d+5Ex44d8b///Q8PPPAAcnNzMXDgQKxZswbvvvuus+fsMvLz85GXl2ehfWHf2lk6C6ZR5f+W+aSKmk1ZyVSZT6roNyprk6V2UvmWqlKFidpOXpNoTxJ42b5GCwU4Qn5+viZHfg4yLQXT7PDnzLQ7Mr808RrLtDaqtFuq5PpGfVJt/e8Isr5UxQqciZeXl1Rrys9JTBUjs27I0rSJGqGiyqKKKcp4jY6olZWVutWjIZP5pNpb+tSdfVJlsGeMnxPbxsrg8r6NzB9Qli5PLKspk4NKWyorcyr6ouq9dvZYPvi/nVFGtThRzZP/nGP+nIMHDwZQmEoMABo2bAigMHWVzK+cIUszJUsZx+Qm81dl25jGvn379lZ9Ms2vLO0g85HmNfzMl5Xds7wvqz3ljwk1hq5cSkoKmjdvruUwfPDBB2E2m7F//34ABTfLp59+ijNnzmDWrFnOmy1BEARBEARxT2BokZqVlWXhu1W+fHkEBgbi9OnT2rYqVaqgWbNmWL58ueOzJAiCIAiCIO4pDJn7a9asiRMnTsBsNmuq8jp16likdQAK0kv88ccfjs+ymMjNzUVubq6FiZCZI65fvw7AsmoJcwGQBU6J5n6+jZkT2Di8mYhtk6WLUlWVUrkCiPvz5hPxOFU9elWVFf4c2DZVWitXwVKIidW8ZGmwRHMgYG3ulwW2yIKjVK4NYhCXytyv17wnVlTi5yluc0bQU3GZHZm5X7zXeDM8M/GxtDe8uV8MVORNh3rM4vw4YqAIf5+I5jxZCiM9yPa119wv7lPUtpJGlvqNyZSlJOKfV/a8sG2ytHBsH1k6OdYmC0pUXX897y3V887j7mmmHEX2TmTBUCygiQXFAYUBT3v27AEAbNu2TWtjgUgyNw0mX5nLjuhGJ/sMZOnIWrdurbUxt73U1FSr8xK3nT9/XvubBYIxVwA+pZ3MpYUwhiFNavfu3XH+/HmMGzcO6enpAIBWrVph06ZNSElJAQBcuHABCQkJ2g1KEARBEARBEHoxpEkdO3YsFi1ahDlz5mD//v3YtWsXnn76aSxcuBAPPfQQ2rRpg/379+PmzZvo27evs+fsMq5fv478/HwkJiZq25gLA0tMzAdOsaAqMViD/1uWeF/89s+3iQFMqhrwquAovQFQtvq2NQeGKgCEURKpp27cuAGTyYS///4bQKGjO9OEA/pko9KMqhJzy7BHk2zvN29ZqhNxmyemQxG1z/y1ZgFMYo1vwDqoTXUPFpXyx56CCc5M92WvRlTP2O6u0RG1l7yGTKyRzj9PYlormbZbhR4Npz0BpLb2d1R+7o6qAAKDWT6AQk0jS+3EAqmAwgAkpvXkNZSiBYO/1mLAIv/ss3mxdweffq5Tp04AgLCwMACWKc6YJYYVFOALC7C0VmyefJ/iXAjjGNKkhoaGIiEhASNHjkTLli0BAI888ghee+01XLlyBT///DMuXLiAFi1a4J133nHqhGUkJSWhZ8+eCA4ORvny5dGvXz+cOHHC5eMSBEEQBEEQrsFwxamwsDB89tlnFtumTZuG4cOH4/Dhw6hQoQI6dOjg8tQLycnJiIqKAgCMHj0aAQEBWLhwISIjI5GYmIiaNWvq7uvKlSu4ffs29u7dq21j7gxnz54FYOnjxjSoos+UrW0MUbsj0/bIfEtVaY7Eb/8yfxyVT6k4Bn+crE2Pf58zfSL1kpWVBZPJhMOHD1uMzfyHAbWGRI/W06jvn9G+7e1Tj+ZH1FQWhUpD4kxYQQ1xfrIk6LLytOI9xx8nbpNpYfh7XtxP5dMoexb1+CfzqJ4plV+zSqb2yrmkcGe/TGck87/bYees0l7zz4/og1y3bl2tjT2DrC/V5w6P6Duuekb4wG+Wyo5pUnmLKNO8ss99XsNvdJ6EfTj9k6devXoWDtKuJjY2FhkZGUhISECLFi0AAEOHDkWDBg0wadIkxMXFFdtcCIIgCIIgCOege5FqNpuxfPlyrF27FpcvX0bVqlXx+OOPo2fPnq6cn5KcnBz8+OOPaN++vbZABQrcEdq2bYvVq1cjLy/PI33yCIIgCIIg7mV0LVLz8vLw6KOPYv369RYq7cWLF2PgwIFYunRpiVRUOHz4MLKysrT6vzyRkZHYsmULUlJSLEwJKi5duoTSpUtrtXwB4J9//gFQGDClCoBSBTnxiOZvlXlWZTJUmReckfZJVT3JXSto5OTkICcnR7seLD2RvS4HxZk2yxnj6j1O3M+e8aZPn27XnFyFPa4mqm16j9Ozn8wVwJkBUEarSpHZkXAXZPeinsBPVwcliuPxleUYvJnf1nH0rLkGXSuNTz75BOvWrUNQUBDeeOMNfPbZZxgzZgz8/f3x3XffYfbs2S6eppwLFy4AAKpXr27VFhISAqCwdBlBEARBEAThOejSpH799dcwmUzYvHkzmjVrpm3v1asXunXrhq+//hoxMTEum6QtWEJgPvUDg6WKkAUuZWdnWyTXZ/2kpKTA39/fIrEwIcfeWu7sGgOW6aCAAud5e7+F2pJhrVq1ULZsWfpy4gJEuTGcKb/MzEyYTKYS02TfLdgjD2fKz9Y9QrgWe2VI8nMvjDyD9wxmHZQuXdrcpEkTaVu9evXMpUuX1tON01mxYoUZgHnOnDlWbZ9++qkZgPmPP/6waps8ebIZAP24yc+lS5fslj3J0H1+SH6e/UPy8/wfe2VI8nOvHyPP4L2CyWwuWmXh5eWF7t27Y926dVZt3bp1w2+//Wa3Zs0Z7Nq1C+3atcPEiROt8rFOnDgRU6ZMweXLl7WkuwzxW2RGRgZCQ0Px999/WyQc9gSuX7+OGjVq4J9//tFSaXgKbO4ZGRl2X/e7RYYkvwI8VX6A58qQ5FeAp8oPMC5Dkp974MgzeK+gO7rfVp5EmZNxcREREQEfHx/s27fPqu3AgQMIDw+3WqACBdUuWMULnqCgII+7yRlly5b12LkbMXPcbTIk+RXgqfIDPFeGJL8CPFV+gP0yJPm5F2Tqt417hmjrJDAwEL169cLmzZtx9OhRbXtSUhI2bdqEAQMGlODsCIIgCIIgCKMUTxkZFzJ9+nRs2rQJ0dHRGDVqFHJzczF//nyEhoaWSDAXQRAEQRAE4TgerUkFCkqZ7dixA40bN8YHH3yAefPmoWvXrti+fbtWcq0o/Pz8MHnyZKn5w92huTu/r+LEU+cNkPwYnjp3kl8BNHe6BiWFJ8+9uNAdOOVIQl1ZGiiCIAiCIAiCsIVdZVGNYPQ4giAIgiAI4t5F1yL1zJkzrp4HQRAEQRAEQWjoMvcTBEEQBEEQRHHi8YFTjpKUlISePXsiODgY5cuXR79+/XDixImSnpZN7ty5g7Jly2LBggVWbe54Lps3b8YjjzyC4OBgBAQEoGnTpvjqq68s9nFk3u54zio8TX6Aa2XorudsC5KfNe563rbwNBmS/Cwh+d1beHwKKkdITk5GVFQUAGD06NEICAjAwoULERkZicTERNSsWbNkJyjhk08+QWZmptV2dzyXTZs2oXv37qhZsyZeeeUVlCpVCsuWLcPw4cORm5uL559/3qF5u+M5F4UnyQ9wrQzd9ZxVkPwscdfzVuFJMiT5WUPyu8couYqsJc+QIUPMXl5e5gMHDmjbUlJSzH5+fuZhw4aV3MQE/vnnH/PIkSPNERERWq3fL7/80mIfdzyXNm3amCtUqGBRlzgrK8tcu3Ztc4UKFcx37txxaN7ueM4yPFV+ZrNrZeiu5yxC8rONu563iKfKkORXAMnv3uWeXaTeuXPHXKZMGXPHjh2t2h555BFzUFCQOTc3t/gnJuGPP/4wd+zY0dyxY0ftIeUfUHc8lzt37phNJpN56NChVm2vvPKKGYD5yJEjhuftjudsC0+UH5uXq2Torucsg+RHzyC9Q0sWkt+9yz3rk3r48GFkZWUhMjLSqi0yMhLXrl1DSkpK8U9MwoMPPoitW7di69atmD17tlW7O57LzZs3MXToUPTq1cuqLSMjAwCQnZ1teN7ueM628ET5Aa6VobueswySX4q0f3c9bxmeKEOSXyEkv3uXe3aReuHCBQBA9erVrdpCQkIAAGlpacU6J6O447kEBQUhLi4OAwcOtNh+6NAhLF++HNWrV8e5c+cAGJu3O56zUdz1XFwpQ3c9ZyO467nQM6gfdzwXkp9+3PFcXC2/e4V7dpF67do1AEBAQIBVW2BgIAB4TKUsTzgXs9mM+fPno0OHDjCZTFi4cKHm/G5k3p5wznrxlHNxpgw95Zz14CnnQs+gbTzhXEh+tvGEc3G2/O4V7tlFqq+vL4AClbxIdnY2AOD+++8v1jkZxd3P5cCBA2jdujVeeOEFVK9eHdu2bUPXrl0dmre7n7M9eMK5OFuGnnDOevGEc6FnUI27nwvJT427n4sr5HevcM8uUqtVqwYAuHTpklUbMx1UqlSpWOdkFHc+lylTpqB169b4888/MXXqVBw+fBgPPfQQAMfm7c7nbC/ufi6ukKG7n7M9uPu50DNYNO58LiS/onHnc3GV/O4V7tk8qREREfDx8cG+ffus2g4cOIDw8HBUqFChBGZmP+56LnPmzMHEiRPRtm1bLFu2DDVq1LBod2Te7nrORnDnc3GVDN35nO3Fnc+FnkF9uOu5kPz04a7n4kr53TOUaG6BEqZfv37mUqVKmZOSkrRtR44cMZcqVcocGxtbgjOzTXx8vDRHnLudS25urjkkJMTcoEED8/Xr123u58i83e2c9eAp8jObXS9DdzznoiD5Oe/YksJTZEjyk0Pyu7cwmc1mc4mukkuQkydPonnz5ggMDMSoUaOQm5uL+fPnIygoCImJibjvvvtKeopWbN26FZ06dcKXX36JESNGaNvd7Vz27duH1q1bo2/fvujSpYt0n/79+yMrK8vwvN3tnPXgKfIDXC9DdzznoiD5WeKO510UniJDkp8ckt89RkmvkkuagwcPmjt37mwuU6aMuXz58uann37anJqaWtLTsomtb5Fms3udy/fff69VBrH1Ex8f7/C83emc9eAp8jObi0eG7nbORUHys8bdzrsoPEWGJD85JL97i3tak0oQBEEQBEG4J/dsdD9BEARBEAThvtAilSAIgiAIgnA7aJFKEARBEARBuB20SCUIgiAIgiDcDlqkEgRBEARBEG4HLVIJgiAIgiAIt4MWqQRBEARBEITbQYtUgiAIgiAIwu24ZxepKSkpMJlMNn9Kly6Npk2bYtasWcjNzXVorLi4OJhMJgwePNhJszeOeJ6JiYklMo/ExESruRAEQRAEQTC8S3oC7kCvXr0s/s/NzcW5c+dw+PBhjB8/Hr/99hvWrFmDUqVKldAMnUtAQAAeeeQRAEBQUFCJzCEoKEi77lu2bMGtW7dKZB4EQRAEQbgntEgF8Msvv0i3//7774iOjsb69euxfPlyDBo0qJhn5hoqVqxo85yLi9q1a2tzqFWrFs6ePVui8yEIgiAIwr24Z839emjRogVeeOEFAMDatWtLeDYEQRAEQRD3DrRILYIaNWoAAC5fvqxtq1WrFkwmE06fPm21f2xsLEwmE956660i+05OTsazzz6LevXqwd/fH5UqVcJjjz2G33//Xbr//v378fjjj6NSpUrw9/dHw4YNMWnSJFy/ft3g2RXCzikvLw/vv/8+6tevj4CAADRs2BDz5s0DUOBH2qdPH5QrVw6BgYFo164d4uPjrfpKS0vDmDFj0LBhQwQEBKBChQro3r07fvvtN4fnSRAEQRDEvQEtUovgxIkTAICqVas6td+DBw+iSZMmWLx4Mfz9/dGuXTuULVsWq1atQtu2bbFz506L/RctWoTIyEj88MMPKFeuHNq2bYurV6/i3XffRXh4OP7++2+nzGvgwIGYOHEiypUrh3r16uHEiRMYPXo0XnrpJbRp0wbbt29HkyZNULlyZezatQs9evTAsWPHtOP//vtvNGnSBHPmzEFubi7atWuHypUrY+PGjejatStWrFjhlHkSBEEQBHF3Q4tUBZs2bcIXX3wBAHj88ced2vfkyZORlZWFjz/+GEePHsVvv/2GU6dOYcWKFcjOzsbrr7+u7Xv48GGMHDkSpUuXxoYNG3D8+HFs3rwZ586dw5gxY/D3339jyJAhTplXQkKC9pOUlIT//ve/AIBPP/0U7du3x5kzZ7Bt2zacOnUKQ4YMQXZ2NhYtWqQdP3PmTFy6dAkxMTE4ffo0Nm3ahD/++APbtm2Dr68vXn31VafMkyAIgiCIuxsKnALQu3dvi//v3LmD5ORk/PXXXwCAJ554wmofRzl58iQAICIiwmL7wIED8eeff+LGjRvatmnTpiEnJwczZ85Et27dtO3e3t746KOPsGbNGmzfvh3Hjh3DAw884NC8pk+fjmbNmlnMZ8aMGQCAL774AuXLlwdQkMpqwIAB+OabbzRtM39eTZo0sei3ffv2mDFjBk6ePImbN2+idOnSDs2TIAiCIIi7G1qkQh4U5e/vj/DwcAwZMgTjxo1z+pgtW7bEyZMnMWTIEEyePBndu3dHtWrVABT4tTLy8/OxYcMGAECPHj2s+vHy8kLXrl3x+eefIyEhweFFKktNxWApqkJCQhAaGmrRVqZMGQCw8Ilt2bIlNm7ciHHjxiEjIwO9e/dG3bp1AQBjxoxxaG4EQRAEQdw70CIVgNlsLvYx58yZg1u3bmH16tUYMWIEgIK0TNHR0XjiiSfQpUsXAMC///6La9euAQAaNGig7DMtLc3heYWEhEi3qzSf/PWbOHEi0tLSsHjxYowdOxZjx45FlSpV0LlzZzz22GPo27fvXZNvliAIgiAI10GLVCeTmZmpa7/y5cvjxx9/xNmzZ7F+/Xps3boV27Ztw5dffokvv/wS/fv3xw8//ICcnBztmJ49eyorM4maTiM4uoD09/fHggUL8N5772H9+vWIj4/Htm3bsGTJEixZsgSRkZHYsmUL/P39HZ4rQRAEQRB3L7RINYBqoZiamqqrj9zcXHh5eSE0NBSjRo3CqFGjAAB79uzBU089hVWrVmHHjh1o3bo1fHx8kJOTgy+++EJzCXBXcnNzYTKZULFiRQwbNgzDhg0DAPzxxx8YPHgw9uzZg++++w5Dhw4t4ZkSBEEQBOHOUHS/AQIDAwEA6enpFttv3bolzRsqcvr0afj4+KBFixZWbZGRkejfvz8A4Pz58/D19cXDDz8MANi8ebO0v8ceewy1atXCoUOH7DoPZ3Pnzh34+vqiYsWKyM/Pt2hr1KiRtmA9f/58SUyPIAiCIAgPghapBmC+oZ9++qm2GLt9+zZGjx5ttXCVUadOHVSpUgWJiYlYvHixRVtycjJ++uknmEwmNG/eHAAwfvx4AMCbb76JxMREbd/s7Gy8+uqrWLVqFUJCQtC0aVMnnJ1xfH198dBDD+Hff//F1KlTLRaq6enpWLJkCYCC4CqCIAiCIAgVtEg1wIsvvgiTyYSlS5eiTp06aN++PapVq4YVK1bgxRdfLPJ4Ly8vLa3Ts88+i7p166Jbt2546KGHEBYWhpSUFMTExCAsLAwA0K9fP0yYMAGpqalo1aoVwsPD0bFjR1StWhUffvghqlSpgqVLlyrdEIqL999/H97e3pg0aRJq1qyJrl27om3btqhRowZ+//13DBgwANHR0SU9TYIgCIIg3BxapBqgU6dOWL16NR5++GGkp6fj2LFjiIyMxK5du3RrCQcPHoy1a9eia9euyMjIwObNm3HixAlERkZi8eLF+OCDDyz2nzFjhlaNKiUlBQcOHEBISAjGjx+PpKQkbUFb0kRFRWH79u149NFHkZOTg/j4eBw+fBiNGzfG7NmzqeIUQRAEQRC6MJlLIv8SUWKYTCaEhoYiJSWlpKeiUatWLZw9e7ZEUoERBEEQBOGekCaVIAiCIAiCcDtokUoQBEEQBEG4HZQn9R7k0qVL6N27N4CCyle1a9cu9jmcOXMGL7/8sjYfgiAIgiAIHvJJvccQMwAcOnSoRFJXJSYmolmzZhbb6FYkCIIgCIJBi1SCIAiCIAjC7SCfVIIgCIIgCMLtoEUqQRAEQRAE4XbQIpUgCIIgCIJwO2iRShAEQRAEQbgdtEglCIIgCIIg3A5apBIEQRAEQRBuBy1SCYIgCIIgCLeDFqkEQRAEQRCE20GLVIIgCIIgCMLt+H+gd8zyUKPzUQAAAABJRU5ErkJggg==", + "image/png": 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", "text/plain": [ "
" ] @@ -126,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -135,7 +135,7 @@ "((1600,), (40,), (1600, 2))" ] }, - "execution_count": 19, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -151,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -164,13 +164,13 @@ "<>:48: SyntaxWarning: invalid escape sequence '\\D'\n", "<>:48: SyntaxWarning: invalid escape sequence '\\D'\n", "<>:48: SyntaxWarning: invalid escape sequence '\\D'\n", - "/var/folders/bc/5m_c7nkj1vnc2w7xmmnhpfww0000gn/T/ipykernel_89994/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", + "/var/folders/lz/h0pd23610q36ss5zm1x9kfn0gy02sm/T/ipykernel_61169/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", " for per, frq, col in zip(pers, ['$\\Delta/4$', '$\\Delta/2=T_{s}$', '$\\Delta$'], col_per):\n", - "/var/folders/bc/5m_c7nkj1vnc2w7xmmnhpfww0000gn/T/ipykernel_89994/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", + "/var/folders/lz/h0pd23610q36ss5zm1x9kfn0gy02sm/T/ipykernel_61169/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", " for per, frq, col in zip(pers, ['$\\Delta/4$', '$\\Delta/2=T_{s}$', '$\\Delta$'], col_per):\n", - "/var/folders/bc/5m_c7nkj1vnc2w7xmmnhpfww0000gn/T/ipykernel_89994/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", + "/var/folders/lz/h0pd23610q36ss5zm1x9kfn0gy02sm/T/ipykernel_61169/874947085.py:48: SyntaxWarning: invalid escape sequence '\\D'\n", " for per, frq, col in zip(pers, ['$\\Delta/4$', '$\\Delta/2=T_{s}$', '$\\Delta$'], col_per):\n", - "/var/folders/bc/5m_c7nkj1vnc2w7xmmnhpfww0000gn/T/ipykernel_89994/874947085.py:65: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", + "/var/folders/lz/h0pd23610q36ss5zm1x9kfn0gy02sm/T/ipykernel_61169/874947085.py:65: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " plt.tight_layout()\n", "1 extra bytes in post.stringData array\n", "'created' timestamp seems very low; regarding as unix timestamp\n", @@ -190,7 +190,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -273,85 +273,6 @@ "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/var/folders/bc/5m_c7nkj1vnc2w7xmmnhpfww0000gn/T/ipykernel_89994/2529426886.py:10: RuntimeWarning: invalid value encountered in scalar divide\n", - " pdcs[i] = xpdur[i]*10 / (ppers[i])\n" - ] - }, - { - "ename": "NameError", - "evalue": "name 'pynninterp' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[15], line 15\u001b[0m\n\u001b[1;32m 12\u001b[0m yi0 \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39marange(\u001b[38;5;241m0\u001b[39m, \u001b[38;5;241m10.0\u001b[39m, \u001b[38;5;241m.05\u001b[39m)\n\u001b[1;32m 13\u001b[0m xi,yi \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mmeshgrid(xi0,yi0)\n\u001b[0;32m---> 15\u001b[0m nn \u001b[38;5;241m=\u001b[39m \u001b[43mpynninterp\u001b[49m\u001b[38;5;241m.\u001b[39mNaturalNeighbour\n\u001b[1;32m 18\u001b[0m fig \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m9\u001b[39m, \u001b[38;5;241m2\u001b[39m))\n\u001b[1;32m 20\u001b[0m xnums \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39mlinspace(\u001b[38;5;241m0\u001b[39m,\u001b[38;5;241m25\u001b[39m,\u001b[38;5;241m250\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'pynninterp' is not defined" - ] - } - ], - "source": [ - "def nm(x):\n", - " return x / np.nanmax(x)\n", - "\n", - "yppau=np.repeat(ppau,np.size(pdur)).astype(float)\n", - "xpdur=np.tile(pdur,np.size(ppau)).astype(float)\n", - "ppers = np.zeros(np.size(xpdur))\n", - "pdcs = np.zeros(np.size(xpdur))\n", - "for i in range(np.size(xpdur)):\n", - " ppers[i]=((yppau[i]+xpdur[i]))\n", - " pdcs[i] = xpdur[i]*10 / (ppers[i])\n", - "xi0 = np.arange(0, 25.0, .1)\n", - "yi0 = np.arange(0, 10.0, .05)\n", - "xi,yi = np.meshgrid(xi0,yi0)\n", - "\n", - "nn = pynninterp.NaturalNeighbour\n", - "\n", - "\n", - "fig = plt.figure(figsize=(9, 2))\n", - "\n", - "xnums = np.linspace(0,25,250)\n", - "# out = run_model(input_stim, p,verbose_output=True)\n", - "out = np.load('dat/MdlOuts-anu-verbose-noparam.npy')\n", - "plt.subplot(131)\n", - "output_trans = np.nan_to_num(nn(ppers, np.nan_to_num(pdcs), np.nanmean(out[4], axis=0).astype(float), xi, yi))\n", - "\n", - "plt.plot(xnums,nm(np.mean(output_trans[100:,:],axis=0)),label='LN3',color='purple')\n", - "output_trans = np.nan_to_num(nn(ppers, np.nan_to_num(pdcs), np.nanmean(out[7], axis=0).astype(float), xi, yi))\n", - "plt.plot(xnums, nm(np.mean(output_trans[100:,:],axis=0)),label='LN4',color='grey')\n", - "plt.ylabel('Norm. resp.')\n", - "plt.xlabel('Period [ms]')\n", - "plt.xlim(0,25)\n", - "plt.ylim(0, 1)\n", - "plt.yticks([0, 1])\n", - "\n", - "plt.subplot(132)\n", - "xnums = np.linspace(0,100,200)\n", - "# output_trans = np.nan_to_num(nn(ppers, np.nan_to_num(pdcs), np.nanmean(out[1], axis=0).astype(float), xi, yi))\n", - "# plt.plot(xnums, nm(np.mean(output_trans[:,170:180],axis=1)),label='LN2',color='blue')\n", - "output_trans = np.nan_to_num(nn(ppers, np.nan_to_num(pdcs), np.nanmean(out[4], axis=0).astype(float), xi, yi))\n", - "plt.plot(xnums, nm(np.mean(output_trans[:,170:180],axis=1)),label='LN3',color='purple')\n", - "output_trans = np.nan_to_num(nn(ppers, np.nan_to_num(pdcs), np.nanmean(out[7], axis=0).astype(float), xi, yi))\n", - "plt.plot(xnums, nm(np.mean(output_trans[:,170:180], axis=1)), label='LN4',color='grey')\n", - "plt.ylim(0)\n", - "# plt.ylabel('Norm. resp.')\n", - "plt.xlabel('Duty cycle [%]')\n", - "plt.yticks([0, 1])\n", - "plt.legend()\n", - "\n", - "plt.tight_layout()\n", - "plt.savefig(\"fig/Fig_mother-FG.pdf\")\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, "outputs": [ { "name": "stderr", @@ -419,7 +340,7 @@ "new_points = np.array([s[\"ppau\"], s[\"pdur\"]]).T / 1000 * 1000\n", "\n", "idxes = [226, 169, 74]\n", - "out = np.load(\"dat/MdlOuts-anu-verbose-noparam.npy\")\n", + "out = run_model(input_stim, p,verbose_output=True)\n", "\n", "fig, axs = plt.subplots(14, 1, sharex=True, sharey=\"none\", figsize=(3, 5))\n", "\n", @@ -469,7 +390,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.8" + "version": "3.12.7" } }, "nbformat": 4,