Self-Organized Branching Processes: A Mean-Field Theory for Avalanches
arXiv:cond-mat/9509161 · doi:10.1103/PhysRevLett.75.4071
Abstract
We discuss mean-field theories for self-organized criticality and the connection with the general theory of branching processes. We point out that the nature of the self-organization is not addressed properly by the previously proposed mean-field theories. We introduce a new mean-field model that explicitly takes the boundary conditions into account; in this way, the local dynamical rules are coupled to a global equation that drives the control parameter to its critical value. We study the model numerically, and analytically we compute the avalanche distributions.
4 pages + 4 ps figures
References in corpus (1)
Cited by in corpus (91)
- Emergent complex neural dynamics
- Are biological systems poised at criticality?
- Colloquium: Criticality and dynamical scaling in living systems
- Criticality in the brain: A synthesis of neurobiology, models and cognition
- Universal scaling behavior of non-equilibrium phase transitions
- Power laws and Self-Organized Criticality in Theory and Nature
- 25 Years of Self-Organized Criticality: Solar and Astrophysics
- How self-organized criticality works: A unified mean-field picture
- Scaling and universality in proportional elections
- Absorbing-state phase transitions in fixed-energy sandpiles
- Competition-induced criticality in a model of meme popularity
- Self-organization without conservation: true or just apparent scale-invariance?
- A Simple Generative Model of Collective Online Behaviour
- Self-organized branching processes: Avalanche models with dissipation
- Avalanches and Plastic Flow in Crystal Plasticity: An Overview
- Control of criticality and computation in spiking neuromorphic networks with plasticity
- The effects of network structure, competition and memory time on social spreading phenomena
- Complex and Adaptive Dynamical Systems: A Primer
- Shortest paths and load scaling in scale-free trees
- Self-Organized Bistability Associated With First-Order Phase Transitions
- Statistical Properties of Avalanches in Networks
- Feedback mechanisms for self-organization to the edge of a phase transition
- Quantitative Immunology for Physicists
- Controlling Strain Bursts and Avalanches at the Nano-to-Micro Scale
- Neutral theory and scale-free neural dynamics
- Homeostatic plasticity and external input shape neural network dynamics
- A simple unified view of branching process statistics: random walks in balanced logarithmic potentials
- Growing Critical: Self-Organized Criticality in a Developing Neural System
- Critical dynamics of the k-core pruning process
- Time-series thresholding and the definition of avalanche size
- A scaling law beyond Zipf's law and its relation to Heaps' law
- Self-organized criticality in a rice-pile model
- Epidemic plateau in critical SIR dynamics with non-trivial initial conditions
- Antiepileptic drugs induce subcritical dynamics in human cortical networks
- Brain modularity controls the critical behavior of spontaneous activity
- Crucial events, randomness and multi-fractality in heartbeats
- The brain: What is critical about it?
- The Bak-Tang-Wiesenfeld sandpile model around the upper critical dimension
- Self-organized bistability and its possible relevance for brain dynamics
- Fiber networks below the isostatic point: fracture without stress concentration
- Mean-field behavior of the sandpile model below the upper critical dimension
- Rigidity-Controlled Crossover: From Spinodal to Critical Failure
- Critical neural networks with short and long term plasticity
- Critical neuronal models with relaxed timescales separation
- Universal avalanche statistics and triggering close to failure in a mean field model of rheological fracture
- Critical branching processes in digital memcomputing machines
- Auditory power-law activation-avalanches exhibit a fundamental computational ground-state
- Optimal Channel Efficiency in a Sensory Network
- Testing the SOC hypothesis for the magnetosphere
- Universality classes for rice-pile models
- Neuronal avalanches of a self-organized neural network with active-neuron-dominant structure
- Scaling behaviour in probabilistic neuronal cellular automata
- Field-theoretic approach to the universality of branching processes
- Scaling properties of neuronal avalanches are consistent with critical dynamics
- Exact derivation of a finite-size-scaling law and corrections to scaling in the geometric Galton-Watson process
- Phase transition, scaling of moments, and order-parameter distributions in Brownian particles and branching processes with finite-size effects
- Classes of critical avalanche dynamics in complex networks
- The origin of power-law distributions in self-organized criticality
- Self-Structuring of Granular Media under Internal Avalanches
- Quasistatic kinetic avalanches and self-organized criticality in deviatorically loaded granular media
- Role of Defects in Self-Organized Criticality: A Directed Coupled Map Lattice Model
- Variability of North Atlantic hurricanes: seasonal versus individual-event features
- Fluctuations and correlations in sandpile models
- Stochastic equation of fragmentation and branching processes related to avalanches
- The Emergence of Weak Criticality in SOC systems
- Balancing building and maintenance costs in growing transport networks
- Branching Processes and Evolution at the Ends of a Food Chain
- Power-law and log-normal avalanche size statistics in random growth processes
- Tail of the distribution of fatalities in epidemics
- Emergent phenomena in living systems: a statistical mechanical perspective
- Emergent organization in a model market
- Equivalence of mean-field avalanches and branching diffusions: From the Brownian force model to the super-Brownian motion
- On the role of anaxonic local neurons in the crossover to continuously varying exponents for avalanche activity
- Critical growth of cerebral tissue in organoids: theory and experiments
- Discrete scaling and criticality in a chain of adaptive excitable integrators
- Locally self-organized quasi-critical percolation in a multiple disease model
- Finite-size correlation behavior near a critical point: a simple metric for monitoring the state of a neural network
- Critical avalanches of Susceptible-Infected-Susceptible dynamics in finite networks
- Fractals in the Nervous System: conceptual Implications for Theoretical Neuroscience
- Kinetic description of avalanching systems
- Critical time-dependent branching process modelling epidemic spreading with containment measures
- A Bethe lattice representation for sandpiles
- Criticality in Tissue Homeostasis: Models and Experiments
- Scaling in simple continued fraction
- Avalanches in an excitable network
- Avalanches on a conical bead pile: scaling with tuning parameters
- Cracking Piles of Brittle Grains
- Critical Density of the Abelian Manna Model via a Multi-type Branching Process
- Euler Walk on a Cayley Tree
- On the scaling of avalanche shape and activity power spectrum in neuronal networks
- The Forest Fire Model Revisited