{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "4e630f34",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"from time import sleep\n",
"import time\n",
"from playsound import playsound\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import os\n",
"from datetime import datetime, timedelta\n",
"\n",
"import queue\n",
"from portilooplot.jupyter_plot import ProgressPlot\n",
"\n",
"from frontend import Frontend\n",
"from leds import LEDs, Color\n",
"\n",
"from IPython.display import clear_output"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "2b5a3799",
"metadata": {},
"outputs": [],
"source": [
"DEFAULT_FRONTEND_CONFIG = [\n",
" # nomenclature: name [default setting] [bits 7-0] : description\n",
" # Read only ID:\n",
" 0x3E, # ID [xx] [REV_ID[2:0], 1, DEV_ID[1:0], NU_CH[1:0]] : (RO)\n",
" # Global Settings Across Channels:\n",
" 0x96, # CONFIG1 [96] [1, DAISY_EN(bar), CLK_EN, 1, 0, DR[2:0]] : Datarate = 250 SPS\n",
" 0xC0, # CONFIG2 [C0] [1, 1, 0, INT_CAL, 0, CAL_AMP0, CAL_FREQ[1:0]] : No tests\n",
" 0x60, # CONFIG3 [60] [PD_REFBUF(bar), 1, 1, BIAS_MEAS, BIASREF_INT, PD_BIAS(bar), BIAS_LOFF_SENS, BIAS_STAT] : Power-down reference buffer, no bias\n",
" 0x00, # LOFF [00] [COMP_TH[2:0], 0, ILEAD_OFF[1:0], FLEAD_OFF[1:0]] : No lead-off\n",
" # Channel-Specific Settings:\n",
" 0x61, # CH1SET [61] [PD1, GAIN1[2:0], SRB2, MUX1[2:0]] : Channel 1 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH2SET [61] [PD2, GAIN2[2:0], SRB2, MUX2[2:0]] : Channel 2 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH3SET [61] [PD3, GAIN3[2:0], SRB2, MUX3[2:0]] : Channel 3 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH4SET [61] [PD4, GAIN4[2:0], SRB2, MUX4[2:0]] : Channel 4 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH5SET [61] [PD5, GAIN5[2:0], SRB2, MUX5[2:0]] : Channel 5 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH6SET [61] [PD6, GAIN6[2:0], SRB2, MUX6[2:0]] : Channel 6 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH7SET [61] [PD7, GAIN7[2:0], SRB2, MUX7[2:0]] : Channel 7 active, 24 gain, no SRB2 & input shorted\n",
" 0x61, # CH8SET [61] [PD8, GAIN8[2:0], SRB2, MUX8[2:0]] : Channel 8 active, 24 gain, no SRB2 & input shorted\n",
" 0x00, # BIAS_SENSP [00] [BIASP8, BIASP7, BIASP6, BIASP5, BIASP4, BIASP3, BIASP2, BIASP1] : No bias\n",
" 0x00, # BIAS_SENSN [00] [BIASN8, BIASN7, BIASN6, BIASN5, BIASN4, BIASN3, BIASN2, BIASN1] No bias\n",
" 0x00, # LOFF_SENSP [00] [LOFFP8, LOFFP7, LOFFP6, LOFFP5, LOFFP4, LOFFP3, LOFFP2, LOFFP1] : No lead-off\n",
" 0x00, # LOFF_SENSN [00] [LOFFM8, LOFFM7, LOFFM6, LOFFM5, LOFFM4, LOFFM3, LOFFM2, LOFFM1] : No lead-off\n",
" 0x00, # LOFF_FLIP [00] [LOFF_FLIP8, LOFF_FLIP7, LOFF_FLIP6, LOFF_FLIP5, LOFF_FLIP4, LOFF_FLIP3, LOFF_FLIP2, LOFF_FLIP1] : No lead-off flip\n",
" # Lead-Off Status Registers (Read-Only Registers):\n",
" 0x00, # LOFF_STATP [00] [IN8P_OFF, IN7P_OFF, IN6P_OFF, IN5P_OFF, IN4P_OFF, IN3P_OFF, IN2P_OFF, IN1P_OFF] : Lead-off positive status (RO)\n",
" 0x00, # LOFF_STATN [00] [IN8M_OFF, IN7M_OFF, IN6M_OFF, IN5M_OFF, IN4M_OFF, IN3M_OFF, IN2M_OFF, IN1M_OFF] : Laed-off negative status (RO)\n",
" # GPIO and OTHER Registers:\n",
" 0x0F, # GPIO [0F] [GPIOD[4:1], GPIOC[4:1]] : All GPIOs as inputs\n",
" 0x00, # MISC1 [00] [0, 0, SRB1, 0, 0, 0, 0, 0] : Disable SRBM\n",
" 0x00, # MISC2 [00] [00] : Unused\n",
" 0x00, # CONFIG4 [00] [0, 0, 0, 0, SINGLE_SHOT, 0, PD_LOFF_COMP(bar), 0] : Single-shot, lead-off comparator disabled\n",
"]\n",
"\n",
"FRONTEND_CONFIG = [\n",
" 0x3E, # ID (RO)\n",
" 0x95, # CONFIG1 [95] [1, DAISY_EN(bar), CLK_EN, 1, 0, DR[2:0]] : Datarate = 500 SPS\n",
" 0xD0, # CONFIG2 [C0] [1, 1, 0, INT_CAL, 0, CAL_AMP0, CAL_FREQ[1:0]]\n",
" 0xF0, # CONFIG3 [E0] [PD_REFBUF(bar), 1, 1, BIAS_MEAS, BIASREF_INT, PD_BIAS(bar), BIAS_LOFF_SENS, BIAS_STAT] : Power-down reference buffer, no bias\n",
" 0x00, # No lead-off\n",
" 0x03, # CH1SET [60] [PD1, GAIN1[2:0], SRB2, MUX1[2:0]] test signal\n",
" 0x02, # CH2SET\n",
" 0x00, # CH3SET\n",
" 0x03, # CH4SET voltage DVDD / 4\n",
" 0x03, # CH5SET voltage 0.5 × (AVDD + AVSS)\n",
" 0x03, # CH6SET\n",
" 0x05, # CH7SET test\n",
" 0x04, # CH8SET temperature\n",
" 0x00, # BIAS_SENSP\n",
" 0x00, # BIAS_SENSN\n",
" 0xFF, # LOFF_SENSP Lead-off on all positive pins?\n",
" 0xFF, # LOFF_SENSN Lead-off on all negative pins?\n",
" 0x00, # Normal lead-off\n",
" 0x00, # Lead-off positive status (RO)\n",
" 0x00, # Lead-off negative status (RO)\n",
" 0x00, # All GPIOs as output ?\n",
" 0x20, # Enable SRB1\n",
"]\n",
"\n",
"frontend = Frontend()\n",
"leds = LEDs()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "113fe549",
"metadata": {},
"outputs": [],
"source": [
"leds.led2(Color.PURPLE)\n",
"leds.aquisition(True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "bc79be30",
"metadata": {},
"outputs": [],
"source": [
"class LiveDisplay():\n",
" def __init__(self, datapoint_dim=8, window_len=100):\n",
" self.datapoint_dim = datapoint_dim\n",
" self.queue = [queue.Queue()] * datapoint_dim\n",
"\n",
" self.pp = ProgressPlot(plot_names=[f\"channel#{i+1}\" for i in range(datapoint_dim)], max_window_len=window_len)\n",
"\n",
" def add_datapoint(self, datapoint, filter=None):\n",
"\n",
" assert len(datapoint) == self.datapoint_dim\n",
" disp_list = []\n",
" for idx, point in enumerate(datapoint):\n",
" if self.queue[idx].full():\n",
" _ = self.queue[idx].get()\n",
" if filter is not None:\n",
" point = filter(point)\n",
" if idx == 7: # temperature sensor\n",
" point = (point * 1000000.0 - 145300) / 490 + 25\n",
" point = int(point)\n",
"# if idx == 3:\n",
"# print(f\"point 4: {point}\")\n",
"# if idx == 4:\n",
"# print(f\"point 5: {point}\")\n",
" if idx == 6:\n",
" print(f\"test 7: {point * 2400}\")\n",
" self.queue[idx].put(point)\n",
" disp_list.append([point])\n",
"# disp_list.reverse()\n",
" self.pp.update(disp_list)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "85be117c",
"metadata": {},
"outputs": [],
"source": [
"def filter_24(value):\n",
" return (value * 4.5) / (2**23 - 1) # 23 because 1 bit is lost for sign"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "e2dd2149",
"metadata": {},
"outputs": [],
"source": [
"def filter_2scomplement(value):\n",
" if (value & (1 << 23)) != 0:\n",
" value = value - (1 << 24)\n",
" return filter_24(value)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "751a6f32",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"4.5"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"filter_2scomplement(8388607)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "adde20fd",
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"EEG Frontend responsive\n",
"Configuring EEG Frontend\n",
"EEG Frontend configured\n",
"Ready for data\n"
]
},
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
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{
"data": {
"application/javascript": [
"window.appendLearningCurve([{\"x\": 2639.0, \"y\": {\"channel#1\": {\"line-1\": 2.4943988912581077}, \"channel#2\": {\"line-1\": 2.4924044003968717}, \"channel#3\": {\"line-1\": 0.8284824286082302}, \"channel#4\": {\"line-1\": 0.8306308782852743}, \"channel#5\": {\"line-1\": 2.4908181417963675}, \"channel#6\": {\"line-1\": 2.4914527525249426}, \"channel#7\": {\"line-1\": -0.002324939051263219}, \"channel#8\": {\"line-1\": 38.0}}}]);"
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""
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{
"name": "stdout",
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"test 7: 3.410482813177444\n",
"test 7: 3.4040455107743157\n",
"test 7: 3.4194950365418237\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.4117702736580697\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.4091953526968184\n",
"test 7: -5.583716104473603\n",
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"test 7: -5.583716104473603\n",
"test 7: -5.58757848591548\n",
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"test 7: -5.583716104473603\n",
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"test 7: -5.583716104473603\n",
"test 7: -5.577278802070475\n",
"test 7: -5.582428643992977\n",
"test 7: -5.585003564954229\n",
"test 7: -5.583716104473603\n",
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"test 7: 3.4130577341386954\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.4091953526968184\n",
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"test 7: 3.410482813177444\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.4117702736580697\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.406620431735567\n",
"test 7: 3.4117702736580697\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.406620431735567\n",
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"test 7: 3.414345194619321\n",
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"test 7: 3.4079078922161927\n",
"test 7: 3.414345194619321\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4053329712549414\n",
"test 7: 3.4130577341386954\n",
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"test 7: 3.406620431735567\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.418207576061198\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.4169201155805724\n",
"test 7: 3.4156326550999467\n",
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"test 7: 3.4001831293324387\n",
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"test 7: -4.078674802622175\n",
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"test 7: 3.4156326550999467\n",
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"test 7: 3.4169201155805724\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.4156326550999467\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4194950365418237\n",
"test 7: 3.4117702736580697\n",
"test 7: 3.4091953526968184\n",
"test 7: 3.414345194619321\n",
"test 7: 3.4130577341386954\n",
"test 7: 3.410482813177444\n",
"test 7: 3.4091953526968184\n",
"test 7: -5.581141183512352\n",
"test 7: -5.5785662625511\n",
"test 7: -5.581141183512352\n",
"test 7: -5.583716104473603\n",
"test 7: -5.579853723031726\n",
"test 7: -5.579853723031726\n"
]
},
{
"ename": "KeyboardInterrupt",
"evalue": "",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m/tmp/ipykernel_3913/1416209554.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 49\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 50\u001b[0m \u001b[0;31m# Wait until reading is fully ompleted\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 51\u001b[0;31m \u001b[0;32mwhile\u001b[0m \u001b[0mfrontend\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_ready\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 52\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 53\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/portiloop-prog/frontend.py\u001b[0m in \u001b[0;36mis_ready\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 105\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 106\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mis_ready\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 107\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdrdy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 109\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m~/.local/lib/python3.7/site-packages/periphery/gpio.py\u001b[0m in \u001b[0;36mread\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 681\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mGPIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"Getting line value: \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrerror\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 682\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 683\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mbool\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 684\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 685\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mKeyboardInterrupt\u001b[0m: "
]
}
],
"source": [
"try:\n",
" data = frontend.read_regs(0x00, 1)\n",
" assert data == [0x3E], \"Wrong output\"\n",
" print(\"EEG Frontend responsive\")\n",
" leds.led2(Color.BLUE)\n",
"\n",
" print(\"Configuring EEG Frontend\")\n",
" frontend.write_regs(0x00, FRONTEND_CONFIG)\n",
" #config = DEFAULT_FRONTEND_CONFIG[:]\n",
" #config[0x02] = 0xD0 # Activate test signals\n",
" #config[0x03] = 0xE0 # Power-up reference buffer\n",
" #for i in range(0x05, 0x0D):\n",
" # config[i] = 0x05 # Channel active, 1 gain, no SRB2 & Test signal\n",
" #frontend.write_regs(0x00, config)\n",
" data = frontend.read_regs(0x00, len(FRONTEND_CONFIG))\n",
" assert data == FRONTEND_CONFIG, f\"Wrong config: {data} vs {FRONTEND_CONFIG}\"\n",
" frontend.start()\n",
" print(\"EEG Frontend configured\")\n",
" leds.led2(Color.PURPLE)\n",
" while not frontend.is_ready():\n",
" pass\n",
" print(\"Ready for data\")\n",
"\n",
" # Set up of leds\n",
" leds.aquisition(True)\n",
" sleep(0.5)\n",
" leds.aquisition(False)\n",
" sleep(0.5)\n",
" leds.aquisition(True)\n",
" \n",
" # Initialize Live Display for live visualisation of data \n",
" live_disp = LiveDisplay(window_len=500)\n",
"\n",
" START = datetime.now()\n",
" freq = 250\n",
" ts_len = 1 / freq\n",
" prev_ts = time.time()\n",
" \n",
" while True:\n",
" # Wait for frontend and for minimum time limit\n",
" while not frontend.is_ready() and not time.time() - prev_ts >= ts_len:\n",
" pass\n",
" prev_ts = time.time()\n",
" \n",
" # Read values and display\n",
" values = frontend.read()\n",
" live_disp.add_datapoint(values.channels(), filter=filter_2scomplement)\n",
"# print(type(values.channels()))\n",
" \n",
" # Wait until reading is fully ompleted\n",
" while frontend.is_ready():\n",
" pass\n",
" \n",
" leds.aquisition(False)\n",
"\n",
"finally:\n",
" frontend.close()\n",
" leds.close()"
]
}
],
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