Methods for interpreting and understanding deep neural networks

Article Properties
Journal Categories
Technology
Electrical engineering
Electronics
Nuclear engineering
Electric apparatus and materials
Electric circuits
Electric networks
Technology
Electrical engineering
Electronics
Nuclear engineering
Electronics
Refrences
Title Journal Journal Categories Citations Publication Date
Evaluating the visualization of what a deep neural network has learned IEEE Transactions on Neural Networks and Learning Systems
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2017
Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning Nature Biotechnology
  • Technology: Chemical technology: Biotechnology
  • Science: Microbiology
  • Science: Biology (General)
  • Science: Chemistry: Organic chemistry: Biochemistry
1,441 2015
Interpretable classifiers using rules and Bayesian analysis: building a better stroke prediction model The Annals of Applied Statistics
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Science: Mathematics
2015
Machine Learning Predictions of Molecular Properties: Accurate Many-Body Potentials and Nonlocality in Chemical Space The Journal of Physical Chemistry Letters
  • Science: Chemistry: Physical and theoretical chemistry
  • Technology: Chemical technology
  • Science: Chemistry
  • Science: Physics: Atomic physics. Constitution and properties of matter
  • Science: Chemistry: Physical and theoretical chemistry
  • Science: Chemistry
534 2015
Introduction to machine learning for brain imaging NeuroImage
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
379 2011