[HTML][HTML] Discovering causal relations and equations from data

G Camps-Valls, A Gerhardus, U Ninad, G Varando… - Physics Reports, 2023 - Elsevier
Physics is a field of science that has traditionally used the scientific method to answer
questions about why natural phenomena occur and to make testable models that explain the …

Why neurons mix: high dimensionality for higher cognition

S Fusi, EK Miller, M Rigotti - Current opinion in neurobiology, 2016 - Elsevier
Neurons often respond to diverse combinations of task-relevant variables. This form of
mixed selectivity plays an important computational role which is related to the dimensionality …

[图书][B] Neuronal dynamics: From single neurons to networks and models of cognition

W Gerstner, WM Kistler, R Naud, L Paninski - 2014 - books.google.com
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 …

Motivation of extended behaviors by anterior cingulate cortex

CB Holroyd, N Yeung - Trends in cognitive sciences, 2012 - cell.com
Intense research interest over the past decade has yielded diverse and often discrepant
theories about the function of anterior cingulate cortex (ACC). In particular, a dichotomy has …

Bump attractor dynamics in prefrontal cortex explains behavioral precision in spatial working memory

K Wimmer, DQ Nykamp, C Constantinidis… - Nature …, 2014 - nature.com
Prefrontal persistent activity during the delay of spatial working memory tasks is thought to
maintain spatial location in memory. A'bump attractor'computational model can account for …

[HTML][HTML] Reservoir computing properties of neural dynamics in prefrontal cortex

P Enel, E Procyk, R Quilodran… - PLoS computational …, 2016 - journals.plos.org
Primates display a remarkable ability to adapt to novel situations. Determining what is most
pertinent in these situations is not always possible based only on the current sensory inputs …

Hierarchical control over effortful behavior by rodent medial frontal cortex: A computational model.

CB Holroyd, SM McClure - Psychological review, 2015 - psycnet.apa.org
The anterior cingulate cortex (ACC) has been the focus of intense research interest in recent
years. Although separate theories relate ACC function variously to conflict monitoring …

Contextual encoding by ensembles of medial prefrontal cortex neurons

JM Hyman, L Ma… - Proceedings of the …, 2012 - National Acad Sciences
Contextual representations serve to guide many aspects of behavior and influence the way
stimuli or actions are encoded and interpreted. The medial prefrontal cortex (mPFC) …

[HTML][HTML] Lateral orbitofrontal cortex anticipates choices and integrates prior with current information

R Nogueira, JM Abolafia, J Drugowitsch… - Nature …, 2017 - nature.com
Adaptive behavior requires integrating prior with current information to anticipate upcoming
events. Brain structures related to this computation should bring relevant signals from the …

The rodent medial prefrontal cortex and associated circuits in orchestrating adaptive behavior under variable demands

JG Howland, R Ito, CC Lapish, FR Villaruel - … & Biobehavioral Reviews, 2022 - Elsevier
Emerging evidence implicates rodent medial prefrontal cortex (mPFC) in tasks requiring
adaptation of behavior to changing information from external and internal sources. However …