Olshausen, Bruno A.

Emergence of simple-cell receptive field properties by learning a sparse code for natural images

Olshausen, B. A., & Field, D. J. (1996) · Nature

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 5,694

Sparse coding with an overcomplete basis set: A strategy employed by V1?

Olshausen, B. A., & Field, D. J. (1997) · Vision Research

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 3,642

Natural Image Statistics and Neural Representation

Simoncelli, E. P., & Olshausen, B. A. (2001) · Annual Review of Neuroscience

Visual perception and processing mechanismsNeural dynamics and brain function

Cited by 2,460

Sparse coding of sensory inputs

Olshausen, B. A., & Field, D. J. (2004) · Current Opinion in Neurobiology

Neural dynamics and brain functionVisual perception and processing mechanisms

Cited by 1,404

Shape perception reduces activity in human primary visual cortex

Murray, S. O., Kersten, D., Olshausen, B. A., Schrater, P., & Woods, D. L. (2002) · Proceedings of the National Academy of Sciences

Visual perception and processing mechanismsFace Recognition and Perception

Cited by 496

Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors

Yun, Z., Chen, Y., Olshausen, B., & LeCun, Y. (2021) · Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures

Topic ModelingExplainable Artificial Intelligence (XAI)

Cited by 98

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