James J. DiCarlo
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2024
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2024
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2023
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds
Abstract: Probing Biological and Artificial Neural Networks with Task-dependent Neural ManifoldsIn:Conference on Parsimony and Learning (Proceedings Track)Available At:
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2023
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2021
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Abstract: Neural Population Geometry Reveals the Role of Stochasticity in Robust PerceptionIn:Neural Information Processing Systems (NeurIPS)
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2021
Multi-scale hierarchical neural network models that bridge from single neurons in the primate primary visual cortex to object recognition behavior
Abstract: Multi-scale hierarchical neural network models that bridge from single neurons in the primate primary visual cortex to object recognition behaviorIn:bioRxiv
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2020
Correlation-based spatial layout of deep neural network features generates ventral stream topography
Abstract: Correlation-based spatial layout of deep neural network features generates ventral stream topographyIn:Computation and Systems Neuroscience (COSYNE)Available At:
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2008
Increases in selectivity are offset by increases in tolerance (“invariance”) to maintain sparseness across the ventral visual pathway
Abstract: Increases in selectivity are offset by increases in tolerance (“invariance”) to maintain sparseness across the ventral visual pathwayIn:Society for Neuroscience
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2013
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2019
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
Abstract: Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNsIn:Neural Information Processing Systems