vlawhern / arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

vlawhern/arl-eegmodels Issues

Unable to find program entry
Updated 6 months ago2
Can't reproduce experimental results of BCI Competition IV dataset 2a for within classification
Updated 7 months ago9
cannot replicate the within-subject experimental results of BCI Competition IV dataset 2a using PyTorch
Updated 7 months ago
installing EEGLearn in google colab
Closed 3 years ago2
Problem using EEGNet on ERN dataset
Updated a year ago7
Request for dataset 1
Updated a year ago
bci application
Updated 2 years ago
Is there some sample code available showing how to evaluate one EEG with one of these models?
Updated 2 years ago2
Issue with Tensorflow and import
Updated 2 years ago1
Why the pretrained weights can't fit in?
Closed 2 years ago
Input shape consistency with paper
Closed 2 years ago2
How to define the dataset size as the input to EEGNet model
Updated 2 years ago4
Batch normalization layers
Closed 2 years ago1
Not an issue but a question: Can EEGNET be used to estimate optimal ERP amplitudes and latencies? If so, how would one do this?
Updated 2 years ago
about plot the confusion matrix
Updated 2 years ago
-
Closed 2 years ago
Problem with the feature explainability methods
Updated 2 years ago1
Implementation of EEG-net in Cross-subject case
Updated 2 years ago
Help Needed; Unable to run the process to run the EEGNet
Closed 3 years ago
Trying to fit my data to the input shape
Closed 3 years ago2
Deepexpalin issue
Closed 3 years ago3
Is SSVEP data preprocessing filtering after windowing?
Closed 3 years ago
How can we use this CNN model for pre-processing EEG signals?
Closed 3 years ago1
Validation accuracy of example ERP.py suddently dropped drastically, with an additional warning
Closed 3 years ago9
The implement of PyTorch
Closed 4 years ago2
Error with the Example
Closed 4 years ago2
How to deal with the input data that contains the different sampling points?
Closed 4 years ago7
Using the weights EEGNet_8_2
Closed 4 years ago4
Run EEGNet on CPU
Closed 4 years ago6
What is the learning rate of the EEGNet_ssvep?
Closed 4 years ago2
Fitting model only performs on one epoch and then exits
Closed 4 years ago14
Negative dimension size caused by subtracting 50 from 1 for 'depthwise_conv2d_5/depthwise' (op: 'DepthwiseConv2dNative') with input shapes: [?,1,50,8], [50,1,8,2].
Closed 5 years ago13
Down sampling keras data to 128Hz
Closed 4 years ago2
Can't not run the code
Closed 5 years ago5
InvalidArgumentError: Default AvgPoolingOp only supports NHWC on device type CPU
Closed 5 years ago3
Request : FBCSP code
Closed 5 years ago5
Cite MNE
Closed 5 years ago2
Demo data and demo code
Closed 5 years ago6
Problem with the dataset BCI IV 2a : Result Doesn't match the paper's one.
Closed 5 years ago11
A question about data imbalance
Closed 5 years ago8
Dimension error EEGnet
Closed 6 years ago5
A question about max_norm
Closed 6 years ago1