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      <image:title>People - Philip A. Kragel, Ph.D.</image:title>
      <image:caption>Philip Kragel, Ph.D.</image:caption>
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      <image:title>Research - Understanding Emotional Experience</image:title>
      <image:caption>How are emotions represented in the brain? Are these representations distinct from perceptual and cognitive processes? These questions are at the core of understanding the nature of the mind, but are often based largely on introspection. The goal of this research is to leverage advances in machine learning to develop objective models of human brain activity that can detect the engagement of cognitive and affective processes, and use these models to inform theoretical debates about the mind.</image:caption>
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      <image:title>Research - Computational Approaches to Mind and Emotion</image:title>
      <image:caption>How are sensory inputs transformed to produce emotional behavior? Are representations learned by computational models consistent with those in the human brain? Can we train a machine to “understand” human emotion? We explore these questions using computational approaches (e.g., machine learning and neural networks) to model human behavior, including language and self-reports of subjective experience.</image:caption>
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    <lastmod>2022-10-19</lastmod>
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