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Psychology

D-Index
45
Citations
17315
World Ranking
6531
National Ranking
3540

Overview

Timothy A. Keller is affiliated with Carnegie Mellon University in the United States and has contributed to research primarily in the field of Computer Science. Their work focuses on several subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Cognitive Neuroscience, Radiology, Nuclear Medicine and Imaging, and Developmental and Educational Psychology.

Keller's scientific output includes studies on topics such as Generative Adversarial Networks and Image Synthesis, Advanced Neuroimaging Techniques and Applications, Music and Audio Processing, Domain Adaptation and Few-Shot Learning, Functional Brain Connectivity Studies, Treatment of Major Depression, and Advanced MRI Techniques and Applications.

The scientist's recent publications demonstrate a diverse range of interests. These include:

  • Rapid neuroplasticity changes and response to intravenous ketamine: a randomized controlled trial in treatment-resistant depression (2023, Translational Psychiatry)
  • Reduced White Matter Integrity and Deficits in Neuropsychological Functioning in Adults With Autism Spectrum Disorder (2020, Autism Research)
  • The neural and cognitive basis of expository text comprehension (2024, npj Science of Learning)
  • Topographic VAEs learn Equivariant Capsules (2021, arXiv (Cornell University))
  • Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders (2021, arXiv (Cornell University))

Keller frequently publishes in venues such as arXiv (Cornell University), Zenodo (CERN European Organization for Nuclear Research), Translational Psychiatry, Autism Research, and npj Science of Learning. The largest number of their publications are found in arXiv and Zenodo.

Collaborations are a notable part of Keller's research activity. Frequent co-authors include:

  • Max Welling
  • Thomas A. Casey
  • Yanxian Lin
  • Thorsten Maly
  • Flo

There is no record of book publications related to Keller, but the overall body of work is concentrated on advancing computational methods applied to neuroimaging and cognitive neuroscience, as well as generative and representation learning methods in artificial intelligence.

Best Publications

  • Cortical activation and synchronization during sentence comprehension in high-functioning autism: evidence of underconnectivity

    Marcel Adam Just;Vladimir L. Cherkassky;Timothy A. Keller;Nancy J. Minshew

  • Brain Activation Modulated by Sentence Comprehension

    Marcel Adam Just;Patricia A. Carpenter;Timothy A. Keller;William F. Eddy

  • Functional and anatomical cortical underconnectivity in autism: Evidence from an fMRI study of an executive function task and corpus callosum morphometry

    Marcel Adam Just;Vladimir L. Cherkassky;Timothy A. Keller;Rajesh K. Kana

  • Functional connectivity in a baseline resting-state network in autism.

    Vladimir L. Cherkassky;Rajesh K. Kana;Timothy A. Keller;Marcel Adam Just

  • Functional connectivity in an fMRI working memory task in high-functioning autism

    Hideya Koshino;Patricia A. Carpenter;Nancy J. Minshew;Vladimir L. Cherkassky

  • Sentence comprehension in autism: thinking in pictures with decreased functional connectivity

    Rajesh K. Kana;Timothy A. Keller;Vladimir L. Cherkassky;Nancy J. Minshew

  • Autism as a neural systems disorder: a theory of frontal-posterior underconnectivity.

    Marcel Adam Just;Timothy A. Keller;Vicente L. Malave;Rajesh K. Kana

  • Inhibitory control in high-functioning autism: decreased activation and underconnectivity in inhibition networks.

    Rajesh K. Kana;Timothy A. Keller;Nancy J. Minshew;Marcel Adam Just

  • fMRI Investigation of Working Memory for Faces in Autism: Visual Coding and Underconnectivity with Frontal Areas

    Hideya Koshino;Rajesh K. Kana;Timothy A. Keller;Vladimir L. Cherkassky

  • Altering Cortical Connectivity: Remediation-Induced Changes in the White Matter of Poor Readers

    Timothy A. Keller;Marcel Adam Just

  • Atypical frontal-posterior synchronization of Theory of Mind regions in autism during mental state attribution.

    Rajesh K. Kana;Timothy A. Keller;Vladimir L. Cherkassky;Nancy J. Minshew

  • A decrease in brain activation associated with driving when listening to someone speak

    Marcel Adam Just;Timothy A. Keller;Jacquelyn A. Cynkar

  • The Neural Bases of Sentence Comprehension: a fMRI Examination of Syntactic and Lexical Processing

    Timothy A. Keller;Patricia A. Carpenter;Marcel Adam Just

  • The capacity theory of comprehension: new frontiers of evidence and arguments.

    Marcel Adam Just;Patricia A. Carpenter;Timothy A. Keller

  • Graded Functional Activation in the Visuospatial System with the Amount of Task Demand

    P. A. Carpenter;M. A. Just;T. A. Keller;W. Eddy

  • The nature of brain dysfunction in autism: functional brain imaging studies.

    Nancy J Minshew;Timothy A Keller

  • A developmental study of the structural integrity of white matter in autism

    Timothy A. Keller;Rajesh K. Kana;Marcel Adam Just

  • Two separate verbal processing rates contributing to short-term memory span.

    Nelson Cowan;Noelle L. Wood;Phillip K. Wood;Timothy A. Keller

  • Interdependence of nonoverlapping cortical systems in dual cognitive tasks.

    Marcel Adam Just;Patricia A. Carpenter;Timothy A. Keller;Lisa J. Emery

  • Neural Basis of Dyslexia: A Comparison between Dyslexic and Nondyslexic Children Equated for Reading Ability

    Fumiko Hoeft;Arvel Hernandez;Glenn McMillon;Heather Taylor-Hill

Frequent Co-Authors

Marcel Adam Just
Marcel Adam Just Carnegie Mellon University
Rajesh K. Kana
Rajesh K. Kana University of Alabama
Nancy J. Minshew
Nancy J. Minshew University of Pittsburgh
Fumiko Hoeft
Fumiko Hoeft University of Connecticut
Nelson Cowan
Nelson Cowan University of Missouri
Shaun M. Eack
Shaun M. Eack University of Pittsburgh
Booil Jo
Booil Jo Stanford University
Marlene Behrmann
Marlene Behrmann Carnegie Mellon University
Phillip K. Wood
Phillip K. Wood University of Missouri

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