Deep Neural Networks as Scientific Models

Article Properties
Journal Categories
Medicine
Internal medicine
Neurosciences
Biological psychiatry
Neuropsychiatry
Medicine
Internal medicine
Neurosciences
Biological psychiatry
Neuropsychiatry
Neurology
Diseases of the nervous system
Psychiatry
Philosophy
Psychology
Religion
Psychology
Refrences
Title Journal Journal Categories Citations Publication Date
Recurrent computations for visual pattern completion

 Proceedings of the National Academy of Sciences
  • Science: Science (General)
 81 2018
Large-scale, high-resolution comparison of the core visual object recognition behavior of humans, monkeys, and state-of-the-art deep artificial neural networks 2018
Cognitive Computational Neuroscience: A New Conference for an Emerging Discipline Trends in Cognitive Sciences
  • Philosophy. Psychology. Religion: Psychology
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Philosophy. Psychology. Religion: Psychology
  • Philosophy. Psychology. Religion: Psychology
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry
 14 2018
Cognitive computational neuroscience Nature Neuroscience
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
 182 2018
Predict, then simplify 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
 8 2017
Citations
Title Journal Journal Categories Citations Publication Date
Deep convolutional neural networks are not mechanistic explanations of object recognition

 Synthese
  • Philosophy. Psychology. Religion: Philosophy (General)
  • Philosophy. Psychology. Religion: Philosophy (General)
  • Social Sciences
 2024
Exploring, expounding & ersatzing: a three-level account of deep learning models in cognitive neuroscience Synthese
  • Philosophy. Psychology. Religion: Philosophy (General)
  • Philosophy. Psychology. Religion: Philosophy (General)
  • Social Sciences
 2024
Plausibility and Early Theory in Linguistics and Cognitive Science Computational Brain & Behavior 2024
Analysis of the Clever Hans effect in COVID-19 detection using Chest X-Ray images and Bayesian Deep Learning Biomedical Signal Processing and Control
  • Medicine: Medicine (General): Medical technology
  • Technology: Engineering (General). Civil engineering (General)
 1 2024
A computational investigation of DMSO/water separation through functionalized GO multilayer nanosheet membrane using molecular dynamics simulation and deep neural network model for membrane performance prediction Chemosphere
  • Geography. Anthropology. Recreation: Environmental sciences
  • Technology: Environmental technology. Sanitary engineering
  • Science: Biology (General): Ecology
 3 2024
Citations Analysis
Category Category Repetition
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry57
Philosophy. Psychology. Religion: Psychology32
Science: Biology (General)26
Science: Mathematics: Instruments and machines: Electronic computers. Computer science25
Science: Science (General)22
Technology: Mechanical engineering and machinery19
Technology: Engineering (General). Civil engineering (General)17
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system: Psychiatry17
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics16
Science16
Science: Chemistry: Organic chemistry: Biochemistry15
Medicine14
Medicine: Medicine (General): Computer applications to medicine. Medical informatics13
Science: Chemistry10
Medicine: Medicine (General)10
Technology: Environmental technology. Sanitary engineering8
Medicine: Medicine (General): Medical technology8
Science: Physics7
Medicine: Ophthalmology7
Science: Biology (General): Ecology6
Science: Science (General): Cybernetics: Information theory5
Geography. Anthropology. Recreation: Environmental sciences5
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials5
Science: Chemistry: General. Including alchemy4
Technology: Chemical technology4
Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine4
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade4
Philosophy. Psychology. Religion: Philosophy (General)4
Social Sciences4
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks3
Science: Chemistry: Physical and theoretical chemistry3
Technology: Technology (General): Industrial engineering. Management engineering3
Technology: Engineering (General). Civil engineering (General): Mechanics of engineering. Applied mechanics3
Science: Physics: Atomic physics. Constitution and properties of matter2
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication2
Technology: Electrical engineering. Electronics. Nuclear engineering2
Technology: Building construction2
Technology: Building construction: Architectural engineering. Structural engineering of buildings2
Science: Physics: Heat: Thermodynamics2
Science: Physics: Meteorology. Climatology2
Science: Geology2
Science: Biology (General): Evolution2
Science: Biology (General): Genetics2
Science: Mathematics2
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry: Neurology. Diseases of the nervous system2
Technology: Technology (General): Industrial engineering. Management engineering: Information technology1
Technology: Electrical engineering. Electronics. Nuclear engineering: Nuclear engineering. Atomic power1
Science: Physics: Acoustics. Sound1
Science: Physics: Optics. Light1
Science: Chemistry: Analytical chemistry1
Science: Mathematics: Instruments and machines1
Technology: Engineering (General). Civil engineering (General): Environmental engineering1
Technology: Hydraulic engineering: River, lake, and water-supply engineering (General)1
Technology: Mining engineering. Metallurgy1
Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens1
Science: Chemistry: Organic chemistry1
Technology: Chemical technology: Chemical engineering1
Science: Natural history (General): General. Including nature conservation, geographical distribution1
Geography. Anthropology. Recreation: Oceanography1
Agriculture: Aquaculture. Fisheries. Angling1
Agriculture: Plant culture1
Agriculture: Animal culture1
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene1
Medicine: Public aspects of medicine: Toxicology. Poisons1
Medicine: Internal medicine: Specialties of internal medicine: Diseases of the digestive system. Gastroenterology1
Law: Law in general. Comparative and uniform law. Jurisprudence: Comparative law. International uniform law: Medical legislation1
Technology: Photography1
Technology: Manufactures1
Education: Theory and practice of education1
Education1
Medicine: Public aspects of medicine1
Science: Chemistry: Crystallography1
Science: Physiology1
Social Sciences: Finance: Insurance1
Social Sciences: Finance1
Philosophy. Psychology. Religion: Psychology: Consciousness. Cognition1
Technology: Chemical technology: Polymers and polymer manufacture1
The category Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry 57 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Decoding and mapping task states of the human brain via deep learning and was published in 2019. The most recent citation comes from a 2024 study titled Imperfection Sensitivity Detection in Pultruded Columns Using Machine Learning and Synthetic Data. This article reached its peak citation in 2022, with 47 citations. It has been cited in 115 different journals, 31% of which are open access. Among related journals, the PLOS Computational Biology cited this research the most, with 7 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year