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RTNET: A NEURAL NETWORK THAT EXHIBITS THE SIGNATURES OF HUMAN PERCEPTUAL DECISION MAKING
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The paper published in Nature Human Behavior
Convolutional neural networks currently provide the best models of biological vision. However, their decision behavior, including the facts that they are deterministic and use equal number of computations for easy and difficult stimuli, differs markedly from human decision-making, thus limiting their applicability as models of human percep…
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Preregistration: Explaining choice, reaction time and confidence for novel images using convolutional neural networks
| Registered: 2022-02-04 21:41 UTC
Summary
Feedforward neural networks exhibit excellent object recognition performance and currently provide the best models of biological vision in neu...
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