Enhancing Spectral Efficiency of 6G Downlink Beamforming via Cooperative Multi-Agent Deep Reinforcement Learning. [PDF]
Al Janaby A, Al-Rizzo H, Qassim Y.
europepmc +1 more source
Using machine learning on a mega‐scale global dataset (n = 1,336,840) reveals a robust personality trait architecture beyond the Big Five. A Big Two model, broadly capturing social engagement and internal mentation, defines a geometric space that links personality to neurocognitive profiles.
Kaixiang Zhuang +7 more
wiley +1 more source
Enhancing vehicle-mountable multiple object tracking systems with embeddable Ising machines. [PDF]
Tatsumura K +4 more
europepmc +1 more source
Temporal and Cell‐Specific Regulation of Synaptic Homeostasis by the Chromatin Remodeler Chd1
Chd1, the Drosophila homologue of mammalian CHD2 ‐ a gene linked to autism, epilepsy, and intellectual disability, is required for synaptic homeostatic plasticity. Chd1 in glia is necessary for the rapid induction of synaptic homeostasis, whereas Chd1 in motoneurons, muscle, and glia is critical for long‐term maintenance.
Danielle T. Morency +19 more
wiley +1 more source
Integrated method for multi-UAV task assignment and trajectory planning with deadlock based on Three-dimensional dubins path. [PDF]
Wu W, Zhang L, Le J, Lu Z.
europepmc +1 more source
Evaluation and optimized usage of OWL 2 reasoners in an event-based eHealth context [PDF]
Arndt, Dörthe +11 more
core +1 more source
We introduce AutomataGPT, a generative pretrained transformer (GPT) trained on synthetic spatiotemporal data from 2D cellular automata to learn symbolic rules. Demonstrating strong performance on both forward and inverse tasks, AutomataGPT establishes a scalable, domain‐agnostic framework for interpretable modeling, paving the way for future ...
Jaime A. Berkovich +2 more
wiley +1 more source
The significance of molecular heterogeneity in breast cancer batch correction and dataset integration. [PDF]
Moir N +3 more
europepmc +1 more source
Consensus Formation and Change are Enhanced by Neutrality
Neutral agents are shown to enhance both the formation and overturning of consensus in collective decision‐making. A general mathematical model and experiments with locusts and humans reveal that neutrality enables robust consensus via simple interactions and accelerates consensus change by reducing effective population size.
Andrei Sontag +3 more
wiley +1 more source
The Clinical Pharmacogenetics Implementation Consortium's consensus-based framework for assigning allele function. [PDF]
Tibben BM +8 more
europepmc +1 more source

