DiCarlo, James J.

Performance-optimized hierarchical models predict neural responses in higher visual cortex

Yamins, D. L. K., Hong, H., Cadieu, C. F., Solomon, E. A., Seibert, D., & DiCarlo, J. J. (2014) · Proceedings of the National Academy of Sciences

Visual perception and processing mechanismsAdvanced Neural Network Applications

Cited by 1,924

How does the brain solve visual object recognition?

DiCarlo, J. J., Zoccolan, D., & Rust, N. C. (2012) · Neuron

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 1,790

Using goal-driven deep learning models to understand sensory cortex

Yamins, D. L. K., & DiCarlo, J. J. (2016) · Nature Neuroscience

Visual perception and processing mechanismsAdvanced Neural Network Applications

Cited by 1,621

Fast Readout of Object Identity from Macaque Inferior Temporal Cortex

Hung, C. P., Kreiman, G., Poggio, T., & DiCarlo, J. J. (2005) · Science

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 854

Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition

Cadieu, C. F., Hong, H., Yamins, D. L. K., Pinto, N., Ardila, D., Solomon, E. A., Majaj, N. J., & DiCarlo, J. J. (2014) · PLoS Computational Biology

Visual perception and processing mechanismsAdvanced Neural Network Applications

Cited by 824

Evidence that recurrent circuits are critical to the ventral stream’s execution of core object recognition behavior

Kar, K., Kubilius, J., Schmidt, K., Issa, E. B., & DiCarlo, J. J. (2019) · Nature Neuroscience

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 496

A High-Throughput Screening Approach to Discovering Good Forms of Biologically Inspired Visual Representation

Pinto, N., Doukhan, D., DiCarlo, J. J., & Cox, D. D. (2009) · PLoS Computational Biology

Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques

Cited by 248

Integrative benchmarking to advance neurally mechanistic models of human intelligence

Schrimpf, M., Kubilius, J., Lee, M. J., Ratan Murty, N. A., Ajemian, R., & DiCarlo, J. J. (2020) · Neuron

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 233

Neural dynamics at successive stages of the ventral visual stream are consistent with hierarchical error signals

Issa, E. B., Cadieu, C. F., & DiCarlo, J. J. (2018) · eLife

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 76

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Zador, A., Escola, S., Richards, B., Ölveczky, B., Bengio, Y., Boahen, K., Botvinick, M., Chklovskii, D., Churchland, A., Clopath, C., et al. (2022) · arXiv

Embodied and Extended CognitionPsychiatry, Mental Health, Neuroscience

Cited by 34

The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI

Gan, C., Zhou, S., Schwartz, J., Alter, S., Bhandwaldar, A., Gutfreund, D., Yamins, D. L. K., DiCarlo, J. J., McDermott, J., Torralba, A., et al. (2021) · arXiv

Robot Manipulation and LearningReinforcement Learning in Robotics

Cited by 13