Publications
Journal Article (11)
2023
Journal Article
234, 105368 (2023)
Dimensions underlying human understanding of the reachable world. Cognition
Journal Article
43 (3), pp. 484 - 500 (2023)
The spatiotemporal neural dynamics of object recognition for natural images and line drawings. The Journal of Neuroscience 2022
Journal Article
16, 940972 (2022)
Brain2Pix: Fully convolutional naturalistic video frame reconstruction from brain activity. Frontiers in Neuroscience
Journal Article
257, 119294 (2022)
Feature-reweighted representational similarity analysis: A method for improving the fit between computational models, brains, and behavior. NeuroImage
Journal Article
22 (2), 4 (2022)
From photos to sketches-how humans and deep neural networks process objects across different levels of visual abstraction. Journal of Vision
Journal Article
9 (1), 3 (2022)
Human EEG recordings for 1,854 concepts presented in rapid serial visual presentation streams. Scientific Data 2021
Journal Article
15, 679838 (2021)
THINGSvision: A Python toolbox for streamlining the extraction of activations from deep neural networks. Frontiers in Neuroinformatics
Journal Article
10, e60090 (2021)
The organizational principles of de-differentiated topographic maps in somatosensory cortex. eLife
Journal Article
17 (2), e1008558 (2021)
End-to-end neural system identification with neural information flow. PLoS Computational Biology 2020
Journal Article
4 (11), pp. 1173 - 1185 (2020)
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. Nature Human Behaviour
Journal Article
147, 107621 (2020)
Current topics in computational cognitive neuroscience. Neuropsychologia Conference Paper (1)
2022
Conference Paper
44. (2022)
Semantic features of object concepts generated with GPT-3. In: Proceedings of the Annual Meeting of the Cognitive Science Society, Vol. Meeting Abstract (3)
2021
Meeting Abstract
21, 1981. Scholar One, Inc., Charlottesville, VA (2021)
The mental representation of materials distilled from >1.5 million similarity judgements. In Journal of Vision,
Meeting Abstract
21, 2311. Scholar One, Inc., Charlottesville, VA (2021)
Synthesizing preferred stimuli for individual voxels in the human visual system. In Journal of Vision, 2020
Meeting Abstract
20, 1076. Vision Sciences Society Annual Meeting 2020, June 19, 2020 - June 24, 2020. Scholar One, Inc., Charlottesville, VA (2020)
Tuned representational similarity analysis: Improving the fit between computational models of vision and brain data. In Journal of Vision, Talk (13)
2022
Talk
Revealing the core dimensions underlying mental representations of objects. CRC Workshop on Cardinal Mechanisms of Perception, Rauischholzhausen Castle, Germany (2022)
Talk
Semantic features of object concepts generated with GPT-3. 44th Annual Conference of the Cognitive Science Society (CogSci), Toronto, ON, Canada (2022)
Talk
Core representational dimensions of visually-perceived objects. Mind Brain Annual Meeting (SAMBA), Salzburg, Austria (2022)
Talk
The THINGS initiative: A global initiative of researchers for representative sampling of objects in brains, behavior, and computational models. Annual Meeting of the Vision Science Society (VSS)
, St. Pete Beach, FL, USA (2022)
Talk
Efficiently-generated object similarity scores predicted from human feature ratings and deep neural network activations. Annual Meeting of the Vision Science Society (VSS), St. Pete Beach, FL, USA (2022)