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fMRI Deep Neural Network Model Enhancement
I'm seeking an expert in deep learning and fMRI data analysis to help me improve a base neural network model. The goal is to reconstruct images from brain activity recorded through fMRI. Key tasks: - Modify and enhance the base model with original ideas - Implement various neural network architecture changes, optimization methods, or preprocessing techniques - Use a Colab notebook for coding and testing - Prepare a paper in Neurips format detailing the project The paper must include: - A diagram of the proposed idea - Example pictures of the results - A plot of the loss over time for both training and testing The quality and originality of the paper and the implementation of the model are key aspects of this project. While the performance of the model is important, the primary focu...