An exhaustive review is reported of over 25 years of research with the Discrete Sequence Production (DSP) task as reported in well over 100 articles. In line with the increasing call for theory development, this culminates into proposing the second version of the Cognitive framework of Sequential Motor Behavior (C-SMB 2.0), which brings together known models from cognitive psychology, cognitive neuroscience, and motor learning. This processing framework accounts for the many different behavioral results obtained with the DSP task and unveils important properties of the cognitive system. C-SMB 2.0 assumes that a versatile central processor (CP) develops multimodal, central-symbolic representations of short motor segments by repeatedly storing the elements of these segments in short-term memory (STM). Independently, the repeated processing by modality-specific perceptual and motor processors (PPs and MPs) and by the CP when executing sequences gradually associates successively used representations at each processing level. The high dependency of these representations on active context information allows for the rapid serial activation of the sequence elements as well as for the executive control of tasks as a whole. Speculations are eventually offered as to how the various cognitive processes could plausibly find their neural underpinnings within the intricate networks of the brain.
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http://dx.doi.org/10.3758/s13423-023-02377-0 | DOI Listing |
Nat Genet
January 2025
Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.
Identifying gene expression differences in heterogeneous tissues across conditions is a fundamental biological task, enabled by multi-condition single-cell RNA sequencing (RNA-seq). Current data analysis approaches divide the constituent cells into clusters meant to represent cell types, but such discrete categorization tends to be an unsatisfactory model of the underlying biology. Here, we introduce latent embedding multivariate regression (LEMUR), a model that operates without, or before, commitment to discrete categorization.
View Article and Find Full Text PDFChaos
January 2025
Division of Control and Dynamical Systems, Instituto Potosino de Investigación Científica y Tecnológica, Camino a la Presa San José 2055, Col. Lomas 4ta. Sección, 78216 San Luis Potosí, SLP, México.
In this paper, we give a class of one-dimensional discrete dynamical systems with state space N+. This class of systems is defined by two parameters: one of them sets the number of nearest neighbors that determine the rule of evolution, and the other parameter determines a segment of natural numbers Λ={1,2,…,b}. In particular, we investigate the behavior of a class of one-dimensional maps where an integer moves to an other integer given by the sum of the nearest neighbors minus a multiple of b∈N+.
View Article and Find Full Text PDFAlzheimers Dement
December 2024
Center for Translational & Computational Neuroimmunology, Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA.
Background: To identify discrete and continuous cell type signatures in brain tissue from donors with minimal cognitive decline despite harboring substantial proteinopathies associated with Alzheimer's Disease and Alzheimer's Disease-related dementias.
Method: Three large-scale single-nucleus RNA-seq studies on Alzheimer's Disease post-mortem human tissue were re-annotated and integrated to identify cell type composition associations with cognitive resilience to various neuropathologies. Cell type signatures were defined in two ways: using an integrated clustering approach and using a continuous factor-based analysis.
Alzheimers Dement
December 2024
University of California, Irvine, Irvine, CA, USA.
Background: Alzheimer's disease (AD), characterized by tau lesions and amyloid plaques, has traditionally been investigated within the cortical domain. Recent neuroimaging studies have implicated micro- and macrostructural abnormalities in cortical layers during the progression of AD. While examinations from diverse brain regions have contributed to comprehending the regional severity, these approaches have constrained the ability to delineate cortical alterations in AD.
View Article and Find Full Text PDFPlant Dis
December 2024
Universidad de las Fuerzas Armadas, Ciencias de la Vida y la Agricultura, Sangolqui, Pichincha, Ecuador;
Bananas are Ecuador's second largest non-oil export product, and the quality of its fruit has established a strong presence in international markets. One-third of the world's banana exports originate from Ecuador. The Ecuadorian banana market is diversified, exporting fruit to various countries worldwide, making it a vital socio-economic and food security support for the country.
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