[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 …

[HTML][HTML] Dopamine transporter blockade during adolescence increases adult dopamine function, impulsivity, and aggression

D Suri, G Zanni, D Mahadevia, N Chuhma, R Saha… - Molecular …, 2023 - nature.com
Sensitive developmental periods shape neural circuits and enable adaptation. However,
they also engender vulnerability to factors that can perturb developmental trajectories. An …

[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 best laid plans: computational principles of anterior cingulate cortex

CB Holroyd, T Verguts - Trends in Cognitive Sciences, 2021 - cell.com
Despite continual debate for the past 30 years about the function of anterior cingulate cortex
(ACC), its key contribution to neurocognition remains unknown. However, recent …

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 …

[HTML][HTML] Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI

G Koppe, H Toutounji, P Kirsch, S Lis… - PLoS computational …, 2019 - journals.plos.org
A major tenet in theoretical neuroscience is that cognitive and behavioral processes are
ultimately implemented in terms of the neural system dynamics. Accordingly, a major aim for …

Event-based control of autonomic and emotional states by the anterior cingulate cortex

JK Seamans, SB Floresco - Neuroscience & Biobehavioral Reviews, 2022 - Elsevier
Despite being an intensive area of research, the function of the anterior cingulate cortex
(ACC) remains somewhat of a mystery. Human imaging studies implicate the ACC in various …

Computational models of behavioral addictions: State of the art and future directions

A Kato, K Shimomura, D Ognibene, MA Parvaz… - Addictive …, 2023 - Elsevier
Non-pharmacological behavioral addictions, such as pathological gambling, videogaming,
social networking, or internet use, are becoming major public health concerns. It is not yet …

[HTML][HTML] Big data to smart data in Alzheimer's disease: The brain health modeling initiative to foster actionable knowledge

H Geerts, PA Dacks, V Devanarayan, M Haas… - Alzheimer's & …, 2016 - Elsevier
Massive investment and technological advances in the collection of extensive and
longitudinal information on thousands of Alzheimer patients results in large amounts of data …