On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
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Deep learning for computational biology.DEEP MOTIF DASHBOARD: VISUALIZING AND UNDERSTANDING GENOMIC SEQUENCES USING DEEP NEURAL NETWORKS.SVM2Motif--Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor.A convolutional neural network for steady state visual evoked potential classification under ambulatory environment.ML2Motif-Reliable extraction of discriminative sequence motifs from learning machines."What is relevant in a text document?": An interpretable machine learning approach.Deep learning with convolutional neural networks for EEG decoding and visualizationInterpretability of Multivariate Brain Maps in Linear Brain Decoding: Definition, and Heuristic Quantification in Multivariate Analysis of MEG Time-Locked Effects.Machine learning for decoding listeners' attention from EEG evoked by continuous speech.DeepSig: deep learning improves signal peptide detection in proteins.Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives.Opportunities and obstacles for deep learning in biology and medicine.Sequential regulatory activity prediction across chromosomes with convolutional neural networks.Genome-wide prediction of cis-regulatory regions using supervised deep learning methods.Top-Down Neural Attention by Excitation BackpropStructuring Neural Networks for More Explainable Predictions
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P2860
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
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2015年の論文
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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On Pixel-Wise Explanations for ...... yer-Wise Relevance Propagation
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Alexander Binder
Grégoire Montavon
Sebastian Bach
Wojciech Samek
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10.1371/JOURNAL.PONE.0130140
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2015-01-01T00:00:00Z