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 …

Lattice physics approaches for neural networks

G Bardella, S Franchini, P Pani, S Ferraina - arXiv preprint arXiv …, 2024 - arxiv.org
Modern neuroscience has evolved into a frontier field that draws on numerous disciplines,
resulting in the flourishing of novel conceptual frames primarily inspired by physics and …

Clarifying Cognitive Control Deficits in Psychosis via Drift Diffusion Modeling and Attractor Dynamics

C Shen, OL Calvin, E Rawls, AD Redish… - Schizophrenia …, 2024 - academic.oup.com
Abstract Background and Hypothesis Cognitive control deficits are prominent in individuals
with psychotic psychopathology. Studies providing evidence for deficits in proactive control …

[HTML][HTML] Neural activity in quarks language: Lattice Field Theory for a network of real neurons

G Bardella, S Franchini, L Pan, R Balzan, S Ramawat… - Entropy, 2024 - mdpi.com
Brain–computer interfaces have seen extraordinary surges in developments in recent years,
and a significant discrepancy now exists between the abundance of available data and the …

Spatio-temporal transformers for decoding neural movement control

B Candelori, G Bardella, I Spinelli, P Pani, S Ferraina… - bioRxiv, 2024 - biorxiv.org
Deep learning tools applied to high-resolution neurophysiological data have significantly
progressed, offering enhanced decoding, real-time processing, and readability for practical …

Testing Game Theory of Mind Models for Artificial Intelligence

MS Harré, H El-Tarifi - Games, 2023 - mdpi.com
In this article, we investigate the relative performance of artificial neural networks and
structural models of decision theory by training 69 artificial intelligence models on a dataset …

Nonlinear feedback modulation contributes to the optimization of flexible decision-making

X Wu, Y Zhou - bioRxiv, 2023 - biorxiv.org
Neural activity in the primate brain correlates with both sensory evaluation and action
selection aspects of decision-making. However, the intricate interaction between these …

Neural Dynamics Underlying False Alarms in Extrastriate Cortex

B Sahoo, A Snyder - bioRxiv, 2024 - biorxiv.org
The unfolding of neural population activity can be approximated as a dynamical system.
Stability in the latent dynamics that characterize neural population activity has been linked …

A dual-receptor model of serotonergic psychedelics: therapeutic insights from simulated cortical dynamics

A Juliani, V Chelu, L Graesser, A Safron - bioRxiv, 2024 - biorxiv.org
Serotonergic psychedelics have been identified as promising next-generation therapeutic
agents in the treatment of mood and anxiety disorders. While their efficacy has been …

Evidence of Activity-Silent Working Memory in Prefrontal Cortex

W Tao, C Libedinsky - bioRxiv, 2024 - biorxiv.org
The lateral prefrontal cortex encodes working memory and motor preparation information,
but the underlying neural mechanisms are debated. Recurrent neural network models …