Whatever next? Predictive brains, situated agents, and the future of cognitive science

A Clark - Behavioral and brain sciences, 2013 - cambridge.org
Brains, it has recently been argued, are essentially prediction machines. They are bundles
of cells that support perception and action by constantly attempting to match incoming …

A theory of cortical responses

K Friston - … transactions of the Royal Society B …, 2005 - royalsocietypublishing.org
This article concerns the nature of evoked brain responses and the principles underlying
their generation. We start with the premise that the sensory brain has evolved to represent or …

[图书][B] Consciousness and the brain: Deciphering how the brain codes our thoughts

S Dehaene - 2014 - books.google.com
WINNER OF THE 2014 BRAIN PRIZE From the acclaimed author of Reading in the Brain
and How We Learn, a breathtaking look at the new science that can track consciousness …

The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning

S Bakhtiari, P Mineault, T Lillicrap… - Advances in Neural …, 2021 - proceedings.neurips.cc
The visual system of mammals is comprised of parallel, hierarchical specialized pathways.
Different pathways are specialized in so far as they use representations that are more …

[图书][B] Sensation and perception

EB Goldstein - 1989 - psycnet.apa.org
The book you are about to read is about research that asks questions like" How do our
senses operate?"" What is the connection between nervous system activity and perception?" …

Deep hierarchies in the primate visual cortex: What can we learn for computer vision?

N Kruger, P Janssen, S Kalkan, M Lappe… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Computational modeling of the primate visual system yields insights of potential relevance to
some of the challenges that computer vision is facing, such as object recognition and …

[HTML][HTML] Rhythmic complexity and predictive coding: a novel approach to modeling rhythm and meter perception in music

P Vuust, MAG Witek - Frontiers in psychology, 2014 - frontiersin.org
Musical rhythm, consisting of apparently abstract intervals of accented temporal events, has
a remarkable capacity to move our minds and bodies. How does the cognitive system …

Learning and inference in the brain

K Friston - Neural Networks, 2003 - Elsevier
This article is about how the brain data mines its sensory inputs. There are several
architectural principles of functional brain anatomy that have emerged from careful anatomic …

Structure and function of visual area MT

RT Born, DC Bradley - Annu. Rev. Neurosci., 2005 - annualreviews.org
The small visual area known as MT or V5 has played a major role in our understanding of
the primate cerebral cortex. This area has been historically important in the concept of …

Free-energy and the brain

KJ Friston, KE Stephan - Synthese, 2007 - Springer
If one formulates Helmholtz's ideas about perception in terms of modern-day theories one
arrives at a model of perceptual inference and learning that can explain a remarkable range …