|
@@ -418,7 +418,35 @@
|
|
|
"id": "c04300a3",
|
|
|
"metadata": {},
|
|
|
"source": [
|
|
|
- "Note the dimensions of `AnalogSignal` object: (`time`, `channel`). Naturally, this assumes all channels to be of the same length. Otherwise, one may use multiple `AnalogSignal` objects."
|
|
|
+ "Note the dimensions of `AnalogSignal` object: (`time`, `channel`). Naturally, this assumes all channels to be of the same length. Otherwise, one may use multiple `AnalogSignal` objects.\n",
|
|
|
+ "\n",
|
|
|
+ "Neo objects are -- in essence -- numpy objects + quantities (for physical units) + extra information."
|
|
|
+ ]
|
|
|
+ },
|
|
|
+ {
|
|
|
+ "cell_type": "code",
|
|
|
+ "execution_count": 6,
|
|
|
+ "id": "ef3991a8",
|
|
|
+ "metadata": {
|
|
|
+ "slideshow": {
|
|
|
+ "slide_type": "fragment"
|
|
|
+ }
|
|
|
+ },
|
|
|
+ "outputs": [
|
|
|
+ {
|
|
|
+ "name": "stdout",
|
|
|
+ "output_type": "stream",
|
|
|
+ "text": [
|
|
|
+ "[120. 120.1 120.2 120.3 120.4 120.5 120.6 120.7 120.8 120.9 121. 121.1\n",
|
|
|
+ " 121.2 121.3 121.4 121.5 121.6 121.7 121.8 121.9 122. 122.1 122.2 122.3\n",
|
|
|
+ " 122.4 122.5 122.6 122.7 122.8 122.9 123. 123.1 123.2 123.3 123.4 123.5\n",
|
|
|
+ " 123.6 123.7 123.8 123.9 124. 124.1 124.2 124.3 124.4 124.5 124.6 124.7\n",
|
|
|
+ " 124.8 124.9] ms\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "print(anasig.times)"
|
|
|
]
|
|
|
},
|
|
|
{
|
|
@@ -437,7 +465,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 6,
|
|
|
+ "execution_count": 7,
|
|
|
"id": "f51915cf",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -506,7 +534,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 7,
|
|
|
+ "execution_count": 8,
|
|
|
"id": "f1fc266c",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -575,7 +603,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 8,
|
|
|
+ "execution_count": 9,
|
|
|
"id": "02d88552",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -713,7 +741,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 9,
|
|
|
+ "execution_count": 10,
|
|
|
"id": "cfda27e0",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -748,7 +776,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 10,
|
|
|
+ "execution_count": 11,
|
|
|
"id": "7814bf79",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -795,7 +823,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 11,
|
|
|
+ "execution_count": 12,
|
|
|
"id": "b499a13c",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -839,7 +867,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 12,
|
|
|
+ "execution_count": 13,
|
|
|
"id": "0d54ca8b",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -892,7 +920,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 13,
|
|
|
+ "execution_count": 14,
|
|
|
"id": "c7c4e877",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1057,7 +1085,7 @@
|
|
|
" time: 0.0 s to 60.0 s"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 13,
|
|
|
+ "execution_count": 14,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -1093,7 +1121,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 14,
|
|
|
+ "execution_count": 15,
|
|
|
"id": "3784d31f",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1124,7 +1152,7 @@
|
|
|
" 'noise': True}"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 14,
|
|
|
+ "execution_count": 15,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -1164,7 +1192,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 15,
|
|
|
+ "execution_count": 16,
|
|
|
"id": "c3580cab",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1189,7 +1217,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 16,
|
|
|
+ "execution_count": 17,
|
|
|
"id": "de9c7322",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1217,7 +1245,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 17,
|
|
|
+ "execution_count": 18,
|
|
|
"id": "233c3b58",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1269,7 +1297,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 18,
|
|
|
+ "execution_count": 19,
|
|
|
"id": "14f8bdf9",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1325,7 +1353,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 19,
|
|
|
+ "execution_count": 20,
|
|
|
"id": "3bc852e1",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1345,7 +1373,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 20,
|
|
|
+ "execution_count": 21,
|
|
|
"id": "512226f3",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1375,7 +1403,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 21,
|
|
|
+ "execution_count": 22,
|
|
|
"id": "8305cbde",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1416,7 +1444,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 22,
|
|
|
+ "execution_count": 23,
|
|
|
"id": "8e71c3ca",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1431,7 +1459,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 23,
|
|
|
+ "execution_count": 24,
|
|
|
"id": "3aa095b7",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1594,7 +1622,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 24,
|
|
|
+ "execution_count": 25,
|
|
|
"id": "1eaa9dc5",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1679,7 +1707,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 25,
|
|
|
+ "execution_count": 26,
|
|
|
"id": "a92153c2",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1700,7 +1728,7 @@
|
|
|
"neo.core.spiketrainlist.SpikeTrainList"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 25,
|
|
|
+ "execution_count": 26,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -1713,7 +1741,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 26,
|
|
|
+ "execution_count": 27,
|
|
|
"id": "3ed93ea4",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1756,7 +1784,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 27,
|
|
|
+ "execution_count": 28,
|
|
|
"id": "fe323fd4",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1785,7 +1813,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 28,
|
|
|
+ "execution_count": 29,
|
|
|
"id": "6096013b",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1828,7 +1856,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 29,
|
|
|
+ "execution_count": 30,
|
|
|
"id": "192dd147",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1846,7 +1874,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 30,
|
|
|
+ "execution_count": 31,
|
|
|
"id": "daabfccf",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1883,7 +1911,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 31,
|
|
|
+ "execution_count": 32,
|
|
|
"id": "adf48780",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1938,7 +1966,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 32,
|
|
|
+ "execution_count": 33,
|
|
|
"id": "42d33b10",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1959,7 +1987,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 33,
|
|
|
+ "execution_count": 34,
|
|
|
"id": "f58bca34",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -1977,7 +2005,7 @@
|
|
|
"12"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 33,
|
|
|
+ "execution_count": 34,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2000,7 +2028,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 34,
|
|
|
+ "execution_count": 35,
|
|
|
"id": "8c34c004",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2048,7 +2076,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 35,
|
|
|
+ "execution_count": 36,
|
|
|
"id": "6562dc22",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2071,7 +2099,7 @@
|
|
|
"time: 120.0 ms to 125.0 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 35,
|
|
|
+ "execution_count": 36,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2082,7 +2110,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 36,
|
|
|
+ "execution_count": 37,
|
|
|
"id": "bbaad6d8-926a-4a0a-97fa-cffc48046588",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2102,7 +2130,7 @@
|
|
|
"time: 121.0 ms to 123.0 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 36,
|
|
|
+ "execution_count": 37,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2113,7 +2141,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 37,
|
|
|
+ "execution_count": 38,
|
|
|
"id": "321ac498",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2136,7 +2164,7 @@
|
|
|
"time: 420.0 ms to 425.0 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 37,
|
|
|
+ "execution_count": 38,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2147,7 +2175,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 38,
|
|
|
+ "execution_count": 39,
|
|
|
"id": "88a07d0f",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2170,7 +2198,7 @@
|
|
|
"time: 120.0 ms to 125.1 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 38,
|
|
|
+ "execution_count": 39,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2181,7 +2209,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 39,
|
|
|
+ "execution_count": 40,
|
|
|
"id": "ebf40ab5",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2204,7 +2232,7 @@
|
|
|
"time: 120.0 ms to 125.0 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 39,
|
|
|
+ "execution_count": 40,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2215,7 +2243,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 40,
|
|
|
+ "execution_count": 41,
|
|
|
"id": "12e1e7ff",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2239,7 +2267,7 @@
|
|
|
"time: 120.0 ms to 130.0 ms"
|
|
|
]
|
|
|
},
|
|
|
- "execution_count": 40,
|
|
|
+ "execution_count": 41,
|
|
|
"metadata": {},
|
|
|
"output_type": "execute_result"
|
|
|
}
|
|
@@ -2250,7 +2278,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 41,
|
|
|
+ "execution_count": 42,
|
|
|
"id": "36da46e3",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2269,16 +2297,16 @@
|
|
|
"name": "stdout",
|
|
|
"output_type": "stream",
|
|
|
"text": [
|
|
|
- "[[0.30094559 0.88213488]\n",
|
|
|
- " [0.14756726 0.67996952]\n",
|
|
|
- " [0.19304154 0.48561253]\n",
|
|
|
- " [0.98483478 0.02375371]\n",
|
|
|
- " [0.2339581 0.84005109]\n",
|
|
|
- " [0.20212711 0.73213896]\n",
|
|
|
- " [0.8873373 0.20017782]\n",
|
|
|
- " [0.03122877 0.16742762]\n",
|
|
|
- " [0.64449488 0.32666476]\n",
|
|
|
- " [0.12661693 0.56868864]] uV\n"
|
|
|
+ "[[0.68287491 0.58889474]\n",
|
|
|
+ " [0.61968903 0.73522016]\n",
|
|
|
+ " [0.44459791 0.702472 ]\n",
|
|
|
+ " [0.04409863 0.36956185]\n",
|
|
|
+ " [0.89853667 0.55045601]\n",
|
|
|
+ " [0.50469114 0.9543597 ]\n",
|
|
|
+ " [0.31044882 0.63100443]\n",
|
|
|
+ " [0.07663371 0.58120003]\n",
|
|
|
+ " [0.21680596 0.76756926]\n",
|
|
|
+ " [0.46551746 0.78589353]] uV\n"
|
|
|
]
|
|
|
}
|
|
|
],
|
|
@@ -2288,7 +2316,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 42,
|
|
|
+ "execution_count": 43,
|
|
|
"id": "5c089258",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2317,7 +2345,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 43,
|
|
|
+ "execution_count": 44,
|
|
|
"id": "7ff5bad1",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2333,16 +2361,16 @@
|
|
|
"name": "stdout",
|
|
|
"output_type": "stream",
|
|
|
"text": [
|
|
|
- "[[3.00945585e-07 8.82134881e-07]\n",
|
|
|
- " [1.47567260e-07 6.79969515e-07]\n",
|
|
|
- " [1.93041542e-07 4.85612532e-07]\n",
|
|
|
- " [9.84834785e-07 2.37537139e-08]\n",
|
|
|
- " [2.33958097e-07 8.40051085e-07]\n",
|
|
|
- " [2.02127113e-07 7.32138955e-07]\n",
|
|
|
- " [8.87337297e-07 2.00177817e-07]\n",
|
|
|
- " [3.12287675e-08 1.67427621e-07]\n",
|
|
|
- " [6.44494876e-07 3.26664756e-07]\n",
|
|
|
- " [1.26616929e-07 5.68688643e-07]] V\n"
|
|
|
+ "[[6.82874909e-07 5.88894742e-07]\n",
|
|
|
+ " [6.19689026e-07 7.35220156e-07]\n",
|
|
|
+ " [4.44597914e-07 7.02472001e-07]\n",
|
|
|
+ " [4.40986271e-08 3.69561846e-07]\n",
|
|
|
+ " [8.98536674e-07 5.50456009e-07]\n",
|
|
|
+ " [5.04691138e-07 9.54359697e-07]\n",
|
|
|
+ " [3.10448815e-07 6.31004430e-07]\n",
|
|
|
+ " [7.66337115e-08 5.81200034e-07]\n",
|
|
|
+ " [2.16805961e-07 7.67569257e-07]\n",
|
|
|
+ " [4.65517461e-07 7.85893526e-07]] V\n"
|
|
|
]
|
|
|
}
|
|
|
],
|
|
@@ -2352,7 +2380,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 44,
|
|
|
+ "execution_count": 45,
|
|
|
"id": "88a07550",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2378,7 +2406,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 45,
|
|
|
+ "execution_count": 46,
|
|
|
"id": "3e8465c0",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2404,7 +2432,7 @@
|
|
|
},
|
|
|
{
|
|
|
"cell_type": "code",
|
|
|
- "execution_count": 46,
|
|
|
+ "execution_count": 47,
|
|
|
"id": "f62b486a",
|
|
|
"metadata": {
|
|
|
"ExecuteTime": {
|
|
@@ -2423,16 +2451,16 @@
|
|
|
"name": "stdout",
|
|
|
"output_type": "stream",
|
|
|
"text": [
|
|
|
- "[[0.30094559 0.88213488]\n",
|
|
|
- " [0.14756726 0.67996952]\n",
|
|
|
- " [0.19304154 0.48561253]\n",
|
|
|
- " [0.98483478 0.02375371]\n",
|
|
|
- " [0.2339581 0.84005109]\n",
|
|
|
- " [0.20212711 0.73213896]\n",
|
|
|
- " [0.8873373 0.20017782]\n",
|
|
|
- " [0.03122877 0.16742762]\n",
|
|
|
- " [0.64449488 0.32666476]\n",
|
|
|
- " [0.12661693 0.56868864]]\n"
|
|
|
+ "[[0.68287491 0.58889474]\n",
|
|
|
+ " [0.61968903 0.73522016]\n",
|
|
|
+ " [0.44459791 0.702472 ]\n",
|
|
|
+ " [0.04409863 0.36956185]\n",
|
|
|
+ " [0.89853667 0.55045601]\n",
|
|
|
+ " [0.50469114 0.9543597 ]\n",
|
|
|
+ " [0.31044882 0.63100443]\n",
|
|
|
+ " [0.07663371 0.58120003]\n",
|
|
|
+ " [0.21680596 0.76756926]\n",
|
|
|
+ " [0.46551746 0.78589353]]\n"
|
|
|
]
|
|
|
}
|
|
|
],
|