Future shapes present: autonomous goal-directed and sensory-focused mode switching in a Bayesian allostatic network model
https://www.nature.com/articles/s44260-025-00046-y
Published: July 21, 2025 00:00
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<p>Publishing high-quality research on complex systems and networks.</p> <p>npj Complexity is a fully open-access journal that aims to highlight the ways in which mathematical models can help understand and predict the complexity of the world around us.</p> <p>npj Complexity covers topics including, but not limited to, complexity-related ideas and concepts (complex networks, criticality, emergence, nonlinear dynamics, self-organization), the tools to understand them (artificial intelligence, machine learning, data mining, neural networks, pattern recognition), and their application (to biology and physics, economic and financial systems, human behaviour, social networks, cities, climate dynamics, language and learning)</p> <p>In addition to original research, the journal welcomes critical Reviews, and thought-provoking Perspectives and Comment articles.</p>
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Future shapes present: autonomous goal-directed and sensory-focused mode switching in a Bayesian allostatic network model
https://www.nature.com/articles/s44260-025-00046-y
Published: July 21, 2025 00:00
Statistically validated projection of bipartite signed networks
https://www.nature.com/articles/s44260-025-00043-1
Published: July 3, 2025 00:00
Spatial structure supports diversity in prebiotic autocatalytic chemical ecosystems
https://www.nature.com/articles/s44260-025-00045-z
Published: July 3, 2025 00:00