Spaces:
Sleeping
Sleeping
msobral
commited on
Commit
·
e5bc67d
1
Parent(s):
cd94660
added recent code
Browse files- .ipynb_checkpoints/tests-checkpoint.ipynb +0 -0
- __pycache__/frontend.cpython-37.pyc +0 -0
- __pycache__/leds.cpython-37.pyc +0 -0
- capture.py +0 -0
- frontend.py +17 -5
- prog.py +75 -16
- readings.png +0 -0
- tests.ipynb +0 -0
.ipynb_checkpoints/tests-checkpoint.ipynb
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__pycache__/frontend.cpython-37.pyc
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Binary file (4.63 kB). View file
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__pycache__/leds.cpython-37.pyc
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Binary file (2.73 kB). View file
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capture.py
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File without changes
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frontend.py
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@@ -17,7 +17,7 @@ WREG = 0x40
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class Reading:
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def __init__(self, values: [int]):
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-
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assert values[0] & 0xF0 == 0xC0, "Invalid readback"
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self.loff_statp = (values[0] & 0x0F) << 4 | (values[1] & 0xF0) >> 4
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self.loff_statn = (values[1] & 0x0F) << 4 | (values[2] & 0xF0) >> 4
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@@ -28,7 +28,7 @@ class Reading:
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for i in range(8)
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]
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-
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def channels(self):
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return self._channels
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@@ -49,13 +49,14 @@ class Frontend:
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def __init__(self):
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self.nrst = GPIO("/dev/gpiochip2", 9, "out")
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self.pwdn = GPIO("/dev/gpiochip2", 12, "out")
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self.
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self.dev = SpiDev()
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self.dev.open(0, 0)
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self.dev.max_speed_hz =
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self.dev.mode = 0b01
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self.
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self.powerup()
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self.reset()
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self.stop_continuous()
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@@ -94,5 +95,16 @@ class Frontend:
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values = self.dev.xfer([0x00] * 27)
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return Reading(values)
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def close(self):
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self.dev.close()
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class Reading:
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def __init__(self, values: [int]):
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# print(values)
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assert values[0] & 0xF0 == 0xC0, "Invalid readback"
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self.loff_statp = (values[0] & 0x0F) << 4 | (values[1] & 0xF0) >> 4
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self.loff_statn = (values[1] & 0x0F) << 4 | (values[2] & 0xF0) >> 4
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for i in range(8)
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]
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# print(self.loff_statp, self.loff_statn, self.gpios, self._channels)
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def channels(self):
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return self._channels
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def __init__(self):
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self.nrst = GPIO("/dev/gpiochip2", 9, "out")
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self.pwdn = GPIO("/dev/gpiochip2", 12, "out")
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self._start = GPIO("/dev/gpiochip3", 29, "out")
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self.drdy = GPIO("/dev/gpiochip3", 28, "in")
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self.dev = SpiDev()
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self.dev.open(0, 0)
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self.dev.max_speed_hz = 1000000
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self.dev.mode = 0b01
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self._start.write(False)
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self.powerup()
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self.reset()
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self.stop_continuous()
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values = self.dev.xfer([0x00] * 27)
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return Reading(values)
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def start(self):
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self._start.write(True)
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self.dev.xfer([START])
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def stop(self):
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self._start.write(False)
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self.dev.xfer([STOP])
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def is_ready(self):
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return not self.drdy.read()
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def close(self):
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self.dev.close()
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prog.py
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@@ -1,34 +1,62 @@
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from time import sleep
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from playsound import playsound
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import numpy as np
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import matplotlib as plt
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import os
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from frontend import Frontend
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from leds import LEDs, Color
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FRONTEND_CONFIG = [
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0x3E, #
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0x95, # Datarate = 500 SPS
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0xC0, # No tests
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-
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0x00, # No lead-off
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-
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-
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0xE0, # Channel 8 disabled, 24 gain, no SRB2 & normal input
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0x00, # No bias
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0x00, # No bias
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0xFF, # Lead-off on all positive pins?
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0xFF, # Lead-off on all negative pins?
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0x00, # Normal lead-off
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0x00, # Lead-off positive status (RO)
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-
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0x00, # All GPIOs as output
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0x20, # Disable SRB1
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]
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@@ -42,9 +70,21 @@ try:
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leds.led2(Color.BLUE)
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print("Configuring EEG Frontend")
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print("EEG Frontend configured")
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leds.led2(Color.PURPLE)
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leds.aquisition(True)
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sleep(0.5)
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leds.aquisition(True)
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points = []
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-
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values = frontend.read()
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print(values.channels())
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finally:
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frontend.close()
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from time import sleep
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from playsound import playsound
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import numpy as np
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import matplotlib.pyplot as plt
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import os
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from datetime import datetime, timedelta
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from frontend import Frontend
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from leds import LEDs, Color
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DEFAULT_FRONTEND_CONFIG = [
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0x3E, # ID (RO)
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0x96, # Datarate = 250 SPS
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0xC0, # No tests
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0x60, # Power-down reference buffer, no bias
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0x00, # No lead-off
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0x61, # Channel 1 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 2 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 3 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 4 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 5 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 6 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 7 active, 24 gain, no SRB2 & input shorted
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0x61, # Channel 8 active, 24 gain, no SRB2 & input shorted
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0x00, # No bias
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0x00, # No bias
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0x00, # No lead-off
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0x00, # No lead-off
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0x00, # No lead-off flip
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0x00, # Lead-off positive status (RO)
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0x00, # Laed-off negative status (RO)
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0x0F, # All GPIOs as inputs
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0x00, # Disable SRB1
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0x00, # Unused
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0x00, # Single-shot, lead-off comparator disabled
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]
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FRONTEND_CONFIG = [
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0x3E, # ID (RO)
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0x95, # Datarate = 500 SPS
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0xC0, # No tests
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0xE0, # Power-down reference buffer, no bias
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0x00, # No lead-off
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0x68, # Channel 1 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 2 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 3 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 4 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 5 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 6 active, 24 gain, no SRB2 & normal input
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0x68, # Channel 7 active, 24 gain, no SRB2 & normal input
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0xE0, # Channel 8 disabled, 24 gain, no SRB2 & normal input
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0x00, # No bias
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0x00, # No bias
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0xFF, # Lead-off on all positive pins?
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0xFF, # Lead-off on all negative pins?
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0x00, # Normal lead-off
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0x00, # Lead-off positive status (RO)
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0x00, # Lead-off negative status (RO)
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0x00, # All GPIOs as output ?
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0x20, # Disable SRB1
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]
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leds.led2(Color.BLUE)
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print("Configuring EEG Frontend")
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frontend.write_regs(0x00, FRONTEND_CONFIG)
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#config = DEFAULT_FRONTEND_CONFIG[:]
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#config[0x02] = 0xD0 # Activate test signals
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#config[0x03] = 0xE0 # Power-up reference buffer
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#for i in range(0x05, 0x0D):
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# config[i] = 0x05 # Channel active, 1 gain, no SRB2 & Test signal
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#frontend.write_regs(0x00, config)
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data = frontend.read_regs(0x00, len(FRONTEND_CONFIG))
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assert data == FRONTEND_CONFIG, f"Wrong config: {data} vs {FRONTEND_CONFIG}"
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frontend.start()
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print("EEG Frontend configured")
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leds.led2(Color.PURPLE)
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while not frontend.is_ready():
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pass
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print("Ready for data")
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leds.aquisition(True)
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sleep(0.5)
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leds.aquisition(True)
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points = []
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START = datetime.now()
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NUM_STEPS = 2000
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#times = [timedelta(milliseconds=i) for i in range(NUM_STEPS)]
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times = [i / 250 for i in range(NUM_STEPS)]
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for x in range(NUM_STEPS):
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while not frontend.is_ready():
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pass
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values = frontend.read()
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print(values.channels())
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points.append(values.channels())
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while frontend.is_ready():
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pass
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leds.aquisition(False)
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points = np.transpose(np.array(points))
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fig, ax = plt.subplots()
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for i in [0]:#range(8):
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ax.plot(times, points[i] * 4.5 / 2**24, label='channel #' + str(i))
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ax.set_xlabel('Time since start (s)')
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ax.set_ylabel('Value')
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ax.set_title('Test readings')
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ax.legend()
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plt.savefig('readings.png')
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finally:
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frontend.close()
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readings.png
ADDED
![]() |
tests.ipynb
ADDED
The diff for this file is too large to render.
See raw diff
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