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  1. Neural encoding of multiple motion speeds in visual cortical area MT

    This article has 4 authors:
    1. Xin Huang
    2. Bikalpa Ghimire
    3. Anjani Sreeprada Chakrala
    4. Steven Wiesner
    This article has been curated by 1 group:
    • Curated by eLife

      eLife assessment

      This study concerns how macaque visual cortical area MT represents stimuli composed of more than one speed of motion. The study is valuable because little is known about how the visual pathway segments and preserves information about multiple stimuli, and the study involves perceptual reports from both humans and one monkey regarding whether there are one or two speeds in the stimulus. The study presents compelling evidence that (on average) MT neurons represent the average of the two speeds, with a bias that accentuates the faster of the two speeds. Ultimately, this study raises intriguing questions about how exactly the response patterns in visual cortical area MT might preserve information about each speed, since such information could potentially be lost in an average response as described here, depending on assumptions about how MT activity is evaluated by other visual areas.

    Reviewed by eLife

    This article has 4 evaluationsAppears in 3 listsLatest version Latest activity
  2. Factorized visual representations in the primate visual system and deep neural networks

    This article has 2 authors:
    1. Jack W. Lindsey
    2. Elias B. Issa
    This article has been curated by 1 group:
    • Curated by eLife

      eLife assessment

      The study makes a valuable empirical contribution to our understanding of visual processing in primates and deep neural networks, with a specific focus on the concept of factorization. The analyses provide solid evidence that high factorization scores are correlated with neural predictivity, yet more evidence would be needed to show that neural responses show factorization. Consequently, while several aspects require further clarification, in its current form this work is interesting to systems neuroscientists studying vision and could inspire further research that ultimately may lead to better models of or a better understanding of the brain.

    Reviewed by eLife

    This article has 4 evaluationsAppears in 3 listsLatest version Latest activity
  3. Learning shapes neural geometry in the prefrontal cortex

    This article has 9 authors:
    1. Michał J. Wójcik
    2. Jake P. Stroud
    3. Dante Wasmuht
    4. Makoto Kusunoki
    5. Mikiko Kadohisa
    6. Nicholas E. Myers
    7. Laurence T. Hunt
    8. John Duncan
    9. Mark G. Stokes
    This article has no evaluationsAppears in 1 listLatest version