[HTML][HTML] Context-invariant beliefs are supported by dynamic reconfiguration of single unit functional connectivity in prefrontal cortex of male macaques
Natural behaviors occur in closed action-perception loops and are supported by dynamic
and flexible beliefs abstracted away from our immediate sensory milieu. How this real-world …
and flexible beliefs abstracted away from our immediate sensory milieu. How this real-world …
[图书][B] From deep learning to rational machines: What the history of philosophy can teach us about the future of artificial intelligence
CJ Buckner - 2023 - books.google.com
" This book provides a framework for thinking about foundational philosophical questions
surrounding machine learning as an approach to artificial intelligence. Specifically, it links …
surrounding machine learning as an approach to artificial intelligence. Specifically, it links …
The controllosphere: The neural origin of cognitive effort.
CB Holroyd - Psychological Review, 2024 - psycnet.apa.org
Why do some mental activities feel harder than others? The answer to this question is
surprisingly controversial. Current theories propose that cognitive effort affords a …
surprisingly controversial. Current theories propose that cognitive effort affords a …
[HTML][HTML] Neural knowledge assembly in humans and neural networks
Human understanding of the world can change rapidly when new information comes to light,
such as when a plot twist occurs in a work of fiction. This flexible" knowledge assembly" …
such as when a plot twist occurs in a work of fiction. This flexible" knowledge assembly" …
[HTML][HTML] Conditional generative adversarial networks applied to EEG data can inform about the inter-relation of antagonistic behaviors on a neural level
Goal-directed actions frequently require a balance between antagonistic processes (eg,
executing and inhibiting a response), often showing an interdependency concerning what …
executing and inhibiting a response), often showing an interdependency concerning what …
[HTML][HTML] Assessing differential representation of hand movements in multiple domains using stereo-electroencephalographic recordings
Invasive brain-computer interfaces (BCI) have made great progress in the reconstruction of
fine hand movement parameters for paralyzed patients, where superficial measurement …
fine hand movement parameters for paralyzed patients, where superficial measurement …
[PDF][PDF] Deep CANALs: a deep learning approach to refining the canalization theory of psychopathology
Psychedelic therapy has seen a resurgence of interest in the last decade, with promising
clinical outcomes for the treatment of a variety of psychopathologies. In response to this …
clinical outcomes for the treatment of a variety of psychopathologies. In response to this …
[HTML][HTML] Modelling cognitive flexibility with deep neural networks
K Sandbrink, C Summerfield - Current Opinion in Behavioral Sciences, 2024 - Elsevier
Highlights•We review recent advances in endowing deep RL systems with cognitive
flexibility.•Dual-process RL unifies habit-driven System I and deliberative System II …
flexibility.•Dual-process RL unifies habit-driven System I and deliberative System II …
Computational role of structure in neural activity and connectivity
One major challenge of neuroscience is identifying structure in seemingly disorganized
neural activity. Different types of structure have different computational implications that can …
neural activity. Different types of structure have different computational implications that can …
[HTML][HTML] Tinnitus is associated with improved cognitive performance and speech perception–can stochastic resonance explain?
A Schilling, P Krauss - Frontiers in Aging Neuroscience, 2022 - frontiersin.org
We hypothesize that the decreased cognitive decline is a direct consequence of an
improved speech perception and less cognitive deprivation due to the stochastic resonance …
improved speech perception and less cognitive deprivation due to the stochastic resonance …