Konkle, Talia

Visual long-term memory has a massive storage capacity for object details

Brady, T. F., Konkle, T., Alvarez, G. A., & Oliva, A. (2008) · Proceedings of the National Academy of Sciences

Memory Processes and InfluencesMemory and Neural Mechanisms

Cited by 1,106

A review of visual memory capacity: Beyond individual items and toward structured representations

Brady, T. F., Konkle, T., & Alvarez, G. A. (2011) · Journal of Vision

Memory Processes and InfluencesVisual perception and processing mechanisms

Cited by 556

Scene Memory Is More Detailed Than You Think: The Role of Categories in Visual Long-Term Memory

Konkle, T., Brady, T. F., Alvarez, G. A., & Oliva, A. (2010) · Psychological Science

Memory Processes and InfluencesVisual perception and processing mechanisms

Cited by 356

The neuroconnectionist research programme

Doerig, A., Sommers, R. P., Seeliger, K., Richards, B., Ismael, J., Lindsay, G. W., Kording, K. P., Konkle, T., van Gerven, M. A. J., Kriegeskorte, N., et al. (2023) · Nature Reviews Neuroscience

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 233

What can 1.8 billion regressions tell us about the pressures shaping high-level visual representation in brains and machines?

Conwell, C., Prince, J. S., Kay, K. N., Alvarez, G. A., & Konkle, T. (2022) · Nature Communications

Visual perception and processing mechanismsDomain Adaptation and Few-Shot Learning

Cited by 160

A large-scale examination of inductive biases shaping high-level visual representation in brains and machines

Conwell, C., Prince, J. S., Kay, K. N., Alvarez, G. A., & Konkle, T. (2024) · Nature Communications

Visual perception and processing mechanismsDomain Adaptation and Few-Shot Learning

Cited by 100

Getting aligned on representational alignment

Sucholutsky, I., Muttenthaler, L., Weller, A., Peng, A., Bobu, A., Kim, B., Love, B. C., Cueva, C. J., Grant, E., Groen, I., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningExplainable Artificial Intelligence (XAI)

Cited by 36

Deep neural networks are not a single hypothesis but a language for expressing computational hypotheses

Golan, T., Taylor, J., Schütt, H., Peters, B., Sommers, R. P., Seeliger, K., Doerig, A., Linton, P., Konkle, T., van Gerven, M., et al. (2023) · Behavioral and Brain Sciences

Visual perception and processing mechanismsVisual Attention and Saliency Detection

Cited by 12