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Topic: category selectivity

Seminar
1 seminar
ePoster
1 ePoster

In Artificial Intelligence and Computational Neuroscience

ePoster · Computational Neuroscience

Credit-based self-organization yields cortex-like topography in deep convolutional networks

Amirozhan Dehghani & Pouya Bashivan · COSYNE 2023

Sun, Mar 12, 2023

Across the primate neocortex, neurons dedicated to similar functions are likely to be found physically nearby. In the high-level visual cortex, this principle gives rise to cortical patches with distinct category selectivity that were previously observed across many species including macaque monkeys and humans. Models of visual cortex based on artificial neural networks (ANN) have been shown to contain internal representations that are remarkably similar to those observed in the visual cortex. However, unit selectivity in these models emerges without any particular spatial order (i.e. no topog

Seminar · Cognition

Domain Specificity in the Human Brain: What, Whether, and Why?

Nancy Kanwisher · MIT Department of Brain and Cognitive Sciences

Thu, May 28, 2020 · 10:00 UTC

The last quarter century has provided extensive evidence that some regions of the human cortex are selectively engaged in processing a single specific domain of information, from faces, places, and bodies to language, music, and other people’s thoughts. This work dovetails with earlier theories in cognitive science highlighting domain specificity in human cognition, development, and evolution. But many questions remain unanswered about even the clearest cases of domain specificity in the brain, the selective engagement of the FFA, PPA, and EBA in the perception of faces, places, and bodies, r