Results 51 to 60 of about 387,199 (302)
On Markov blankets and hierarchical self-organisation
Journal of Theoretical Biology, 2020 Biological self-organisation can be regarded as a process of spontaneous pattern formation; namely, the emergence of structures that distinguish themselves from their environment. This process can occur at nested spatial scales: from the microscopic (e.g., the emergence of cells) to the macroscopic (e.g. the emergence of organisms).
Ensor Rafael Palacios +4 more
openaire +6 more sources
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism
Entropy, 2020 This essay addresses Cartesian duality and how its implicit dialectic might be repaired using physics and information theory. Our agenda is to describe a key distinction in the physical sciences that may provide a foundation for the distinction between ...
Karl J. Friston +2 more
doaj +1 more source
Bayesian Markov Blanket Estimation
CoRR, 2015 16 pages, 5 ...
Kaufmann Dinu +5 more
openaire +5 more sources
Online Streaming Features Selection via Markov Blanket
Symmetry, 2022 Streaming feature selection has always been an excellent method for selecting the relevant subset of features from high-dimensional data and overcoming learning complexity.
Waqar Khan +4 more
semanticscholar +1 more source
Recurrent, nonequilibrium systems and the Markov blanket assumption
Behavioral and Brain Sciences, 2022 Abstract Markov blankets – statistical independences between system and environment – have become popular to describe the boundaries of living systems under Bayesian views of cognition. The intuition behind Markov blankets originates from considering acyclic, atemporal networks.
Miguel Aguilera, Christopher Buckley
openaire +3 more sources
BMC Genomics, 2011 Background Detecting epistatic interactions plays a significant role in improving pathogenesis, prevention, diagnosis and treatment of complex human diseases. A recent study in automatic detection of epistatic interactions shows that Markov Blanket-based
Chen Xue-wen, Han Bing
doaj +1 more source
Hybrid Local Causal Structure Learning
Jisuanji kexue yu tansuo, 2021 ocal causal structure learning focuses on identifying the direct causes and direct effects of a given target variable without learning an entire causal network. Existing local causal structure learning algorithms are usually completed by two steps.
WANG Yunxia, CAO Fuyuan, LING Zhaolong
doaj +1 more source
Behavioral and Brain Sciences, 2019 This commentary focuses upon the relationship between two themes in the target article: the ways in which a Markov blanket may be defined and the role of precision and salience in mediating the interactions between what is internal and external to a ...
S. Veissière +4 more
semanticscholar +1 more source
Designing Reconfigurable Intelligent Systems with Markov Blankets
, 2023 Compute Continuum (CC) systems comprise a vast number of devices distributed over computational tiers. Evaluating business requirements, i.e., Service Level Objectives (SLOs), requires collecting data from all those devices; if SLOs are violated, devices must be reconfigured to ensure correct operation.
Boris Sedlak +3 more
openaire +2 more sources
Entropy, 2019 Over recent decades, the rapid growth in data makes ever more urgent the quest for highly scalable Bayesian networks that have better classification performance and expressivity (that is, capacity to respectively describe dependence relationships between
LiMin Wang +4 more
doaj +1 more source