From e65835e85e2d44969bfc26f873a4de176c483410 Mon Sep 17 00:00:00 2001
From: Mazdak Fatahi <mazdak.fatahi@univ-lille.fr>
Date: Sat, 19 Nov 2022 17:49:10 +0100
Subject: [PATCH] Update SpiNNaker/SpiNNakerRun.ipynb
---
SpiNNaker/SpiNNakerRun.ipynb | 32 +++++++++++++++++++++++++++-----
1 file changed, 27 insertions(+), 5 deletions(-)
diff --git a/SpiNNaker/SpiNNakerRun.ipynb b/SpiNNaker/SpiNNakerRun.ipynb
index b40d6a6..8f63e6c 100644
--- a/SpiNNaker/SpiNNakerRun.ipynb
+++ b/SpiNNaker/SpiNNakerRun.ipynb
@@ -30,18 +30,24 @@
"\n"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Initialization\n"
+ ]
+ },
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
- "# Initialization\n",
"\n",
"# Encoding parameters\n",
- "SMAPLES_INTERVAL=10#\n",
+ "SMAPLES_INTERVAL=10\n",
"TIME_STEP=1\n",
- "NUM_STEPS=20#20\n",
+ "NUM_STEPS=20\n",
"\n",
"# Simulator parameters\n",
"timestep=[1]\n",
@@ -61,6 +67,14 @@
"os.mkdir(f'{path}/{str(now)}') "
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Dataset and preparation\n",
+ "#### Passing data (Ex. mnistTest.data[0:10]: 10 digits from test set of MNIST dataset) to convert_to_latency_code_V4, to generate SpikeSourcArray for input population "
+ ]
+ },
{
"cell_type": "code",
"execution_count": 7,
@@ -75,7 +89,6 @@
}
],
"source": [
- "# Dataset and preparation\n",
"transform=transforms.Compose([\n",
" transforms.Resize((28,28)),\n",
" transforms.Grayscale(),\n",
@@ -90,6 +103,16 @@
"runtime =time"
]
},
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Main loop\n",
+ "#### Will call the sim.run for different values (from range(5,10,5)) for **tau_refrac**\n",
+ "#### Also using other loops you can see the effects of other Simulator (number_of_neurons_per_core, time_step, timeScaleFactor) or neuron parameters\n",
+ "#### weights_files (generated from the CSNN binary weight files) is used for loading the text files as the connections between the popoulations"
+ ]
+ },
{
"cell_type": "code",
"execution_count": null,
@@ -687,7 +710,6 @@
" if not os.path.exists(f'{path}/{str(now)}/{param_name}_{str(param_val)}/{str(time)}'): # 2\n",
" os.mkdir(f'{path}/{str(now)}/{param_name}_{str(param_val)}/{str(time)}')\n",
"\n",
- " total_mem=[]\n",
" spikes_count=[[] for _ in range(len(tests_name))]\n",
" for n_test, test_name in enumerate(tests_name):\n",
"\n",
--
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