GitHub - angusfong/Deep-neural-decoding-natural-language: Decoding natural language properties from brain activity through an intermediate deep learning language model feature space.

angusfong / Deep-neural-decoding-natural-language Public

Decoding natural language properties from brain activity through an intermediate deep learning language model feature space.

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Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
analyze_rmaps.ipynb		analyze_rmaps.ipynb
avg_chars.R		avg_chars.R
big_heatmap.R		big_heatmap.R
bind_embeddings.py		bind_embeddings.py
cmd.py		cmd.py
collapse_labels.R		collapse_labels.R
consolidate_stats.R		consolidate_stats.R
correlate_vectors.py		correlate_vectors.py
decoding.py		decoding.py
decoding_searchlight.py		decoding_searchlight.py
decoding_searchlight_supervisor.sh		decoding_searchlight_supervisor.sh
decoding_supervisor.sh		decoding_supervisor.sh
expt2searchlight.py		expt2searchlight.py
feature_sparsity.R		feature_sparsity.R
get_nonempty.py		get_nonempty.py
get_sentence_hidden.py		get_sentence_hidden.py
launch_jupyter.sh		launch_jupyter.sh
lstm_decoding_utils.py		lstm_decoding_utils.py
lstm_pairwise_accs.npy		lstm_pairwise_accs.npy
pairwise_classification.ipynb		pairwise_classification.ipynb
rdm_searchlight.py		rdm_searchlight.py
rdm_searchlight_supervisor.sh		rdm_searchlight_supervisor.sh
run_decoding.sh		run_decoding.sh
run_decoding_searchlight.sh		run_decoding_searchlight.sh
run_get_nonempty.sh		run_get_nonempty.sh
run_jupyter.sh		run_jupyter.sh
run_rdm_searchlight.sh		run_rdm_searchlight.sh
run_svm_classification.sh		run_svm_classification.sh
run_voxel_selection.sh		run_voxel_selection.sh
svm_classification.R		svm_classification.R
svm_peng.R		svm_peng.R
svm_supervisor.sh		svm_supervisor.sh
visualize_features.R		visualize_features.R
voxel_selection.py		voxel_selection.py
voxel_selection_supervisor.sh		voxel_selection_supervisor.sh
z-scoring_analysis.ipynb		z-scoring_analysis.ipynb