Natural behavior is the language of the brain

CT Miller, D Gire, K Hoke, AC Huk, D Kelley… - Current Biology, 2022 - cell.com
The breadth and complexity of natural behaviors inspires awe. Understanding how our
perceptions, actions, and internal thoughts arise from evolved circuits in the brain has …

Direct fit to nature: an evolutionary perspective on biological and artificial neural networks

U Hasson, SA Nastase, A Goldstein - Neuron, 2020 - cell.com
Evolution is a blind fitting process by which organisms become adapted to their
environment. Does the brain use similar brute-force fitting processes to learn how to …

[HTML][HTML] Keep it real: rethinking the primacy of experimental control in cognitive neuroscience

SA Nastase, A Goldstein, U Hasson - NeuroImage, 2020 - Elsevier
Naturalistic experimental paradigms in neuroimaging arose from a pressure to test the
validity of models we derive from highly-controlled experiments in real-world contexts. In …

Deep neural networks reveal a gradient in the complexity of neural representations across the ventral stream

U Güçlü, MAJ Van Gerven - Journal of Neuroscience, 2015 - Soc Neuroscience
Converging evidence suggests that the primate ventral visual pathway encodes increasingly
complex stimulus features in downstream areas. We quantitatively show that there indeed …

Interpreting the retinal neural code for natural scenes: From computations to neurons

N Maheswaranathan, LT McIntosh, H Tanaka, S Grant… - Neuron, 2023 - cell.com
Understanding the circuit mechanisms of the visual code for natural scenes is a central goal
of sensory neuroscience. We show that a three-layer network model predicts retinal natural …

The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence

M Marucci, G Di Flumeri, G Borghini, N Sciaraffa… - Scientific Reports, 2021 - nature.com
Real-world experience is typically multimodal. Evidence indicates that the facilitation in the
detection of multisensory stimuli is modulated by the perceptual load, the amount of …

[HTML][HTML] Movies in the magnet: Naturalistic paradigms in developmental functional neuroimaging

T Vanderwal, J Eilbott, FX Castellanos - Developmental cognitive …, 2019 - Elsevier
The use of movie-watching as an acquisition state for functional connectivity (FC) MRI has
recently enabled multiple groups to obtain rich data sets in younger children with both …

Mixed-effects modeling with crossed random effects for subjects and items

RH Baayen, DJ Davidson, DM Bates - Journal of memory and language, 2008 - Elsevier
This paper provides an introduction to mixed-effects models for the analysis of repeated
measurement data with subjects and items as crossed random effects. A worked-out …

THINGS: A database of 1,854 object concepts and more than 26,000 naturalistic object images

MN Hebart, AH Dickter, A Kidder, WY Kwok… - PloS one, 2019 - journals.plos.org
In recent years, the use of a large number of object concepts and naturalistic object images
has been growing strongly in cognitive neuroscience research. Classical databases of …

Extensive sampling for complete models of individual brains

T Naselaris, E Allen, K Kay - Current Opinion in Behavioral Sciences, 2021 - Elsevier
Highlights•Trade-off between sampling individual variation versus experimental
variation.•Different studies have allocated resources differently.•We argue that wide …