TY - JOUR
T1 - Explaining hyper-sensitivity and hypo-responsivity in autism with a common predictive coding-based mechanism
AU - Van De Cruys, Sander
AU - Perrykkad, Kelsey
AU - Hohwy, Jakob
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Ward’s signal detection theory-based framework elucidates some aspects of interindividual differences in sensitivity, but, we argue, obscures others. Specifically, it disregards the important challenge of inferring the meaning of sensory inputs. Within Bayesian predictive coding accounts, the meaning is given by inferences to more deeply hidden causes of sensory inputs and is generally the basis for initiating context-appropriate (e.g., social) behavior. As such, when inference of hierarchical causes is hampered, as accounts of autism based on deficient precision estimation imply, a form of hyporesponsivity can emerge (together with the hypersensitivity already highlighted by Ward).
AB - Ward’s signal detection theory-based framework elucidates some aspects of interindividual differences in sensitivity, but, we argue, obscures others. Specifically, it disregards the important challenge of inferring the meaning of sensory inputs. Within Bayesian predictive coding accounts, the meaning is given by inferences to more deeply hidden causes of sensory inputs and is generally the basis for initiating context-appropriate (e.g., social) behavior. As such, when inference of hierarchical causes is hampered, as accounts of autism based on deficient precision estimation imply, a form of hyporesponsivity can emerge (together with the hypersensitivity already highlighted by Ward).
KW - Autism
KW - hierarchical bayesian inference
KW - hypersensitivity
KW - predictive coding
UR - http://www.scopus.com/inward/record.url?scp=85063146265&partnerID=8YFLogxK
U2 - 10.1080/17588928.2019.1594746
DO - 10.1080/17588928.2019.1594746
M3 - Comment / Debate
AN - SCOPUS:85063146265
JO - Cognitive Neuroscience
JF - Cognitive Neuroscience
SN - 1758-8928
ER -