Information decomposition and the informational architecture of the brain
To explain how the brain orchestrates information-processing for cognition, we must
understand information itself. Importantly, information is not a monolithic entity. Information …
understand information itself. Importantly, information is not a monolithic entity. Information …
Use of multi‐perturbation Shapley analysis in lesion studies of functional networks: The case of upper limb paresis
S Ofir‐Geva, I Meilijson, S Frenkel‐Toledo… - Human Brain …, 2023 - Wiley Online Library
Understanding the impact of variation in lesion topography on the expression of functional
impairments following stroke is important, as it may pave the way to modeling structure …
impairments following stroke is important, as it may pave the way to modeling structure …
Cortical involvement in essential tremor with and without rest tremor: a machine learning study
Introduction There is some debate on the relationship between essential tremor with rest
tremor (rET) and the classic ET syndrome, and only few MRI studies compared ET and rET …
tremor (rET) and the classic ET syndrome, and only few MRI studies compared ET and rET …
Systematic perturbation of an artificial neural network: A step towards quantifying causal contributions in the brain
K Fakhar, CC Hilgetag - PLOS Computational Biology, 2022 - journals.plos.org
Lesion inference analysis is a fundamental approach for characterizing the causal
contributions of neural elements to brain function. This approach has gained new …
contributions of neural elements to brain function. This approach has gained new …
Ground-truth validation of uni-and multivariate lesion inference approaches
M Zavaglia, C Malherbe, S Schlaadt… - Brain …, 2024 - academic.oup.com
Lesion analysis aims to reveal the causal contributions of brain regions to brain functions.
Various strategies have been used for such lesion inferences. These approaches can be …
Various strategies have been used for such lesion inferences. These approaches can be …