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graphs: | ||
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# The publish/subscribe broker graph | ||
- id: PubSubBroker | ||
nodes: | ||
# Allow communication between graphs | ||
- id: Broker | ||
module: timeflux.nodes.zmq | ||
class: Broker | ||
# class: BrokerLVC | ||
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# The main processing graph | ||
- id: AcquireEEG | ||
nodes: | ||
# - id: random | ||
# module: timeflux.nodes.random | ||
# class: Random | ||
# params: | ||
# columns: 2 | ||
# seed: 1 | ||
# - id: acquire0 | ||
# module: timeflux_neurofeedback_inverse_gamepad.nodes.hdf5 | ||
# module: timeflux.nodes.hdf5 | ||
# class: Replay | ||
# params: | ||
# filename: /tmp/20221217-195349.hdf5 | ||
# keys: | ||
# - /eeg/raw | ||
# - Fp1 | ||
# keys: [ Fp1, AF3 ] | ||
# resync: False | ||
- id: replay | ||
module: timeflux_neurofeedback_inverse_gamepad.nodes.bdf | ||
class: Replay | ||
params: | ||
filename: eeg/PAC_IMtest.bdf | ||
keys: [ eeg ] | ||
resync: False | ||
# keys: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
# keys: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
# board: freeeeg32 | ||
# channels: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
#serial_port: /dev/cu.usbmodem3067384E33301 # USB | ||
# serial_port: /dev/cu.SLAB_USBtoUART # Optical | ||
# serial_port: /dev/ttyACM0 | ||
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# - id: acquire | ||
# module: timeflux_brainflow.nodes.driver | ||
# class: BrainFlow | ||
# params: | ||
# board: freeeeg32 | ||
# channels: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
#serial_port: /dev/cu.usbmodem3067384E33301 # USB | ||
# serial_port: /dev/cu.SLAB_USBtoUART # Optical | ||
# serial_port: /dev/ttyS20 | ||
# serial_port: /dev/ttyACM0 | ||
# debug: true | ||
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- id: dejitter | ||
module: timeflux.nodes.dejitter | ||
class: Interpolate | ||
params: | ||
# rate: 200 | ||
# rate: 64 | ||
rate: 512 | ||
- id: LocQuery | ||
module: timeflux.nodes.query | ||
class: LocQuery | ||
params: | ||
# key: [ Oz ] | ||
# key: [ C3, Cz, C4, O1, Oz, O2 ] | ||
key: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
# key: [ AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
axis: 1 | ||
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# Receive EEG signal from the network | ||
# - id: acquire | ||
# - id: LSL | ||
# module: timeflux.nodes.lsl | ||
# class: Receive | ||
# params: | ||
# prop: name | ||
# value: openvibeSignal | ||
# unit: s | ||
# sync: network | ||
# prop: name | ||
# value: EEG | ||
# prop: type | ||
# value: random | ||
# unit: ns | ||
# sync: None | ||
# name: EEG | ||
# name: signal | ||
# channels: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
- id: RenameColumns | ||
module: timeflux.nodes.axis | ||
class: RenameColumns | ||
params: | ||
names: [ Fp1, AF3, F7, F3, FC1, FC5, T7, C3, CP1, CP5, P7, P3, Pz, PO3, O1, Oz, O2, PO4, P4, P8, CP6, CP2, C4, T8, FC6, FC2, F4, F8, AF4, Fp2, Fz, Cz ] | ||
# Publish the raw EEG signal | ||
- id: PublisherRaw | ||
module: timeflux.nodes.zmq | ||
class: Pub | ||
params: | ||
topic: raw | ||
# Connect nodes | ||
edges: | ||
# - source: random | ||
# - source: acquire | ||
# - source: LSL | ||
# target: RenameColumns | ||
# - source: RenameColumns | ||
- source: replay:eeg | ||
target: LocQuery | ||
- source: LocQuery | ||
# target: dejitter | ||
# - source: dejitter | ||
# - source: LSL | ||
target: PublisherRaw | ||
# Run this graph 25 times per second | ||
# rate: 3 | ||
# rate: 10 | ||
rate: 24 | ||
# rate: 512 | ||
# rate: 64 | ||
# rate: 25 | ||
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# - id: AcquireGamepad | ||
# nodes: | ||
# - id: acquireInputDevice | ||
# module: timeflux_neurofeedback_inverse_gamepad.nodes.gamepad | ||
# class: InputDevice | ||
# - id: PublisherInputDevice | ||
# module: timeflux.nodes.zmq | ||
# class: Pub | ||
# params: | ||
# topic: InputDevice | ||
# edges: | ||
# - source: acquireInputDevice | ||
# target: PublisherInputDevice | ||
# rate: 10 | ||
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- id: StreamToBrowser | ||
nodes: | ||
# Receive data streams from the broker | ||
- id: Subscriber | ||
module: timeflux.nodes.zmq | ||
class: Sub | ||
params: | ||
topics: | ||
# topics: [ raw, bands ] | ||
# - bdf | ||
- raw | ||
# - highpass1hz | ||
# - alpha | ||
# - beta | ||
# - alpha_beta_abs_avg | ||
# - bands | ||
# - iirfilter | ||
# - gamepad | ||
- coherence | ||
# - InputDevice | ||
- id: monitor | ||
module: timeflux_ui.nodes.ui | ||
class: UI | ||
edges: | ||
- source: Subscriber:coherence | ||
target: monitor:eeg_coherence | ||
# - source: Subscriber:gamepad | ||
# target: monitor:eeg_gamepad | ||
# - source: Subscriber:bdf | ||
# target: monitor:eeg_bdf | ||
# - source: Subscriber:bands | ||
# target: Recorder:eeg_bands | ||
# - source: Subscriber:iirfilter | ||
# target: Recorder:eeg_iirfilter | ||
- source: Subscriber:raw | ||
target: monitor:eeg_raw | ||
# - source: Subscriber:highpass1hz | ||
# target: monitor:eeg_highpass1hz | ||
# - source: Subscriber:alpha | ||
# target: monitor:eeg_alpha | ||
# - source: Subscriber:beta | ||
# target: monitor:eeg_beta | ||
# - source: Subscriber:alpha_beta_abs_avg | ||
# target: monitor:eeg_alpha_beta_abs_avg | ||
# - source: Subscriber:InputDevice | ||
# target: monitor:gamepad_InputDevice | ||
# - source: Subscriber:bands | ||
# target: monitor:eeg_bands | ||
# - source: Subscriber:iirfilter | ||
# target: monitor:eeg_iirfilter | ||
# Update file every second | ||
# rate: 1 | ||
# rate: 64 | ||
# rate: 512 | ||
# rate: 3 | ||
rate: 24 | ||
# rate: 10 | ||
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- id: StreamToRequests | ||
nodes: | ||
# Receive data streams from the broker | ||
- id: Subscriber | ||
module: timeflux.nodes.zmq | ||
class: Sub | ||
params: | ||
topics: | ||
- coherence | ||
- id: requestsstreamer | ||
module: timeflux_neurofeedback_inverse_gamepad.nodes.requestsstreamer | ||
class: RequestsStreamer | ||
params: | ||
hostname: '127.0.0.1'#'127.0.0.1' | ||
port: '7860'#'7860' | ||
fn_index: 3 | ||
# fn_index: 2 | ||
format_str: "sj" | ||
str_array: ["coherence"] | ||
# attention_type: "coherence" | ||
# - id: LocQuery | ||
# module: timeflux.nodes.query | ||
# class: LocQuery | ||
# params: | ||
# key: [ C4__C3 ] | ||
# axis: 1 | ||
edges: | ||
- source: Subscriber:coherence | ||
# target: LocQuery | ||
# - source: LocQuery | ||
target: requestsstreamer | ||
# Update file every second | ||
# rate: 1 | ||
# rate: 64 | ||
# rate: 512 | ||
# rate: 3 | ||
rate: 24 | ||
# rate: 10 | ||
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# The recorder graph | ||
- id: ProcessToCircle | ||
nodes: | ||
# Receive data streams from the broker | ||
- id: Subscriber | ||
module: timeflux.nodes.zmq | ||
class: Sub | ||
params: | ||
topics: | ||
# topics: [ raw, bands ] | ||
- raw | ||
- id: CoherenceWindow | ||
module: timeflux.nodes.window | ||
class: Window | ||
params: | ||
# length: 1.0 | ||
length: 0.625 | ||
step: 0.1 | ||
# step: 0.002 | ||
- id: Coherence | ||
module: timeflux_neurofeedback_inverse_gamepad.nodes.coherence | ||
class: SpectralConnectivityEpochs | ||
params: | ||
# ch_names_pick: ['C3','C4','Cz'] | ||
ch_names_pick: ['Fp1','AF3','F7','F3','FC1','FC5','T7','C3','CP1','CP5','P7','P3','Pz','PO3','O1','Oz','O2','PO4','P4','P8','CP6','CP2','C4','T8','FC6','FC2','F4','F8','AF4','Fp2','Fz','Cz'] | ||
# epochs_con: 10 | ||
epochs_con: 1 | ||
# method: plv | ||
# method: ciplv | ||
method: coh | ||
fmin: 8 | ||
fmax: 12 | ||
n_jobs: 1 | ||
duration: 0.625 | ||
overlap: 0.525 | ||
sfreq: 512 | ||
to_screen: False | ||
# to_screen: True | ||
# triangle: True | ||
triangle: False | ||
tri: 'both' | ||
- id: PublisherCoherence | ||
module: timeflux.nodes.zmq | ||
class: Pub | ||
params: | ||
topic: coherence | ||
- id: dejitter | ||
module: timeflux.nodes.dejitter | ||
class: Interpolate | ||
params: | ||
# rate: 200 | ||
# rate: 64 | ||
rate: 512 | ||
# Connect nodes | ||
edges: | ||
# - source: acquire | ||
- source: Subscriber:raw | ||
target: dejitter | ||
- source: dejitter | ||
target: CoherenceWindow | ||
- source: CoherenceWindow | ||
target: Coherence | ||
- source: Coherence | ||
target: PublisherCoherence | ||
rate: 24 | ||
# rate: 10 | ||
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