Alekh Karkada Ashok Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

John Brown University

faculty

4 h-index 16 pubs 38 cited

Research Areas

Action Observation and Synchronization Reinforcement Learning in Robotics Child and Animal Learning Development Visual perception and processing mechanisms Neural dynamics and brain function

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OverviewAI-generated summary

Alekh Karkada Ashok is a faculty member at John Brown University whose research bridges neuroscience and artificial intelligence. Ashok's work encompasses a range of topics, including action observation and synchronization, reinforcement learning in robotics, and the development of learning in children and animals. He also investigates visual perception and processing mechanisms, as well as neural dynamics and brain function. Recent studies focus on creating computational models of vision that mirror human reaction times and perceptual abilities. Ashok's work also explores how monkeys use visual simulation for problem-solving and considers the ecological validity of data used to train models of biological vision.

Metrics

  • h-index: 4
  • Publications: 16
  • Citations: 38

Selected Publications

  • Time to consider time: Comparing human reaction times to dynamical signatures from recurrent vision models on a perceptual grouping task (2024) DOI
  • Building better models of biological vision by searching for more ecological data diets and learning objectives (2024) DOI
  • Monkeys Engage in Visual Simulation to Solve Complex Problems (2024) DOI
  • Toward computational accounts of reaction times from recurrent neural network models of vision (2023) DOI
  • Taxonomizing the Computational Demands of Videos Games for Deep Reinforcement Learning Agents (2022) DOI

Collaborators

Researchers in the database who share publications

David L. Sheinberg John Brown University 5 shared publications Aarit Ahuja John Brown University 5 shared publications Nadira Yusif Rodriguez John Brown University 3 shared publications T. Serre John Brown University 2 shared publications F Lewis John Brown University 2 shared publications Akash Nagaraj John Brown University 2 shared publications Rex Liu John Brown University 1 shared publication

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