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 …

Causation in neuroscience: Kee** mechanism meaningful

LN Ross, DS Bassett - Nature Reviews Neuroscience, 2024 - nature.com
A fundamental goal of research in neuroscience is to uncover the causal structure of the
brain. This focus on causation makes sense, because causal information can provide …

The plasticitome of cortical interneurons

AR McFarlan, CYC Chou, A Watanabe… - Nature Reviews …, 2023 - nature.com
Hebb postulated that, to store information in the brain, assemblies of excitatory neurons
coding for a percept are bound together via associative long-term synaptic plasticity. In this …

Tasks and their role in visual neuroscience

K Kay, K Bonnen, RN Denison, MJ Arcaro, DL Barack - Neuron, 2023 - cell.com
Vision is widely used as a model system to gain insights into how sensory inputs are
processed and interpreted by the brain. Historically, careful quantification and control of …

Detecting the hidden asymmetric relationship between crude oil and the US dollar: A novel neural Granger causality method

L Wang, H Ruan, Y Hong, K Luo - Research in International Business and …, 2023 - Elsevier
The relationship between financial series is not always easy to detect due to their underlying
asymmetry and nonlinearity. Both characteristics are not usually considered simultaneously …

The tip of the iceberg: a call to embrace anti-localizationism in human neuroscience research

S Noble, J Curtiss, L Pessoa, D Scheinost - Imaging Neuroscience, 2024 - direct.mit.edu
Human neuroscience research remains largely preoccupied with map** distinct brain
areas to complex psychological processes and features of mental health disorders. While …

Multifunctional fibers enable modulation of cortical and deep brain activity during cognitive behavior in macaques

IC Garwood, AJ Major, MJ Antonini, J Correa, Y Lee… - Science …, 2023 - science.org
Recording and modulating neural activity in vivo enables investigations of the
neurophysiology underlying behavior and disease. However, there is a dearth of …

[HTML][HTML] From neural noise to co-adaptability: Rethinking the multifaceted architecture of motor variability

L Casartelli, C Maronati, A Cavallo - Physics of life reviews, 2023 - Elsevier
In the last decade, the source and the functional meaning of motor variability have attracted
considerable attention in behavioral and brain sciences. This construct classically combined …

Processes and measurements: a framework for understanding neural oscillations in field potentials

S van Bree, D Levenstein, MR Krause, B Voytek… - Trends in Cognitive …, 2025 - cell.com
Various neuroscientific theories maintain that brain oscillations are important for neuronal
computation, but opposing views claim that these macroscale dynamics are 'exhaust fumes' …

Learning latent functions for causal discovery

E Díaz, G Varando, JE Johnson… - … Learning: Science and …, 2023 - iopscience.iop.org
Causal discovery from observational data offers unique opportunities in many scientific
disciplines: reconstructing causal drivers, testing causal hypotheses, and comparing and …