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Using goal-driven deep learning models to understand sensory cortex
Fueled by innovation in the computer vision and artificial intelligence communities, recent
developments in computational neuroscience have used goal-driven hierarchical …
developments in computational neuroscience have used goal-driven hierarchical …
Normalization as a canonical neural computation
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 …
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
What determines what we see? In contrast to the traditional “modular” understanding of
perception, according to which visual processing is encapsulated from higher-level …
perception, according to which visual processing is encapsulated from higher-level …
[BOK][B] Neuronal dynamics: From single neurons to networks and models of cognition
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 …
signal? What is the neural code? This textbook for advanced undergraduate and beginning …
Performance-optimized hierarchical models predict neural responses in higher visual cortex
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 …
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 …
is considered a selective process, the constructs of covert attention, spatial endogenous and …
A large-scale model of the functioning brain
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 …
complex behavior of animals to the equally complex activity of their brains. Recently …
[BOK][B] Sensation and perception
EB Goldstein, JR Brockmole - 2002 - miemagazine.com
EBK: SENSATION/PERCEPTION Page 1 Page 2 E. Bruce Goldstein University of Pittsburgh
University of Arizona and Laura Cacciamani California Polytechnic State University Sensation …
University of Arizona and Laura Cacciamani California Polytechnic State University Sensation …
Navigating the neural space in search of the neural code
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 …
for probing causal dependencies in neural and behavioral states. These approaches have …
A functional and perceptual signature of the second visual area in primates
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 …
(V2), partly because no simple response properties robustly distinguish V2 neurons from …