Using goal-driven deep learning models to understand sensory cortex

DLK Yamins, JJ DiCarlo - Nature neuroscience, 2016 - nature.com
Fueled by innovation in the computer vision and artificial intelligence communities, recent
developments in computational neuroscience have used goal-driven hierarchical …

Normalization as a canonical neural computation

M Carandini, DJ Heeger - Nature reviews neuroscience, 2012 - nature.com
There is increasing evidence that the brain relies on a set of canonical neural computations,
repeating them across brain regions and modalities to apply similar operations to different …

Cognition does not affect perception: Evaluating the evidence for “top-down” effects

C Firestone, BJ Scholl - Behavioral and brain sciences, 2016 - cambridge.org
What determines what we see? In contrast to the traditional “modular” understanding of
perception, according to which visual processing is encapsulated from higher-level …

[图书][B] Neuronal dynamics: From single neurons to networks and models of cognition

W Gerstner, WM Kistler, R Naud, L Paninski - 2014 - books.google.com
What happens in our brain when we make a decision? What triggers a neuron to send out a
signal? What is the neural code? This textbook for advanced undergraduate and beginning …

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

DLK Yamins, H Hong, CF Cadieu… - Proceedings of the …, 2014 - National Acad Sciences
The ventral visual stream underlies key human visual object recognition abilities. However,
neural encoding in the higher areas of the ventral stream remains poorly understood. Here …

[HTML][HTML] Visual attention: The past 25 years

M Carrasco - Vision research, 2011 - Elsevier
This review focuses on covert attention and how it alters early vision. I explain why attention
is considered a selective process, the constructs of covert attention, spatial endogenous and …

A large-scale model of the functioning brain

C Eliasmith, TC Stewart, X Choo, T Bekolay, T DeWolf… - science, 2012 - science.org
A central challenge for cognitive and systems neuroscience is to relate the incredibly
complex behavior of animals to the equally complex activity of their brains. Recently …

[PDF][PDF] Navigating the neural space in search of the neural code

M Jazayeri, A Afraz - Neuron, 2017 - cell.com
The advent of powerful perturbation tools, such as optogenetics, has created new frontiers
for probing causal dependencies in neural and behavioral states. These approaches have …

Motion tuned spatio-temporal quality assessment of natural videos

K Seshadrinathan, AC Bovik - IEEE transactions on image …, 2009 - ieeexplore.ieee.org
There has recently been a great deal of interest in the development of algorithms that
objectively measure the integrity of video signals. Since video signals are being delivered to …

A functional and perceptual signature of the second visual area in primates

J Freeman, CM Ziemba, DJ Heeger… - Nature …, 2013 - nature.com
There is no generally accepted account of the function of the second visual cortical area
(V2), partly because no simple response properties robustly distinguish V2 neurons from …