Long term memory storage capacity of multiconnected neural networks

DOI10.1007/BF00337115zbMath0596.92013OpenAlexW2040870209WikidataQ52204052 ScholiaQ52204052MaRDI QIDQ1079140

P. Peretto, Jean-Jacques Niez

Publication date: 1986

Published in: Biological Cybernetics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf00337115

zbMATH Keywords

agingaxono-axonal typeeffect of link deletionHebb's lawslow-order synaptic connectivitiesneuron clustersof complex neural networksQuantitative expressions of long-term memory storage capacitiesQuantitative expressions of long-term memory storage capacities of complex neural networks

Mathematics Subject Classification ID

Other natural sciences (mathematical treatment) (92F05) Physiological, cellular and medical topics (92Cxx)

Related Items

Adaptive NN control for a class of discrete-time non-linear systems, On the energy landscape of the mixed even \(p\)-spin model, ELM with guaranteed performance for online approximation of dynamical systems, Global behavior of homogeneous random neural systems, LMI-based criteria for stability of high-order neural networks with time-varying delay, Rigorous bounds on the storage capacity of the dilute Hopfield model, A multineuron interaction model for neural networks, The process of learning in neural net models with Poisson and Gauss connectivities, Adaptive NN control for a class of strict-feedback discrete-time nonlinear systems, A direct method for robust adaptive nonlinear control with guaranteed transient performance, Neural-based direct adaptive control for a class of general nonlinear systems, Finite-state neural networks. A step toward the simulation of very large systems, Programmed interactions in higher-order neural networks: The outer- product algorithm, Multistable learning dynamics in second-order neural networks with time-varying delays, Index structures for fast similarity search for binary vectors, Introduction to neural network models, Neurocontrol of nonlinear systems via local memory neurons, Exponential stability of high-order bidirectional associative memory neural networks with time delays, Chaotic dynamics of high-order neural networks, Learning dynamics in second order networks, Increasing Memory Capacity and Reducing Spurious States in Neural Networks by Introducing Coherent and Collective Firing

Cites Work

• Unnamed Item
• Self-organization and associative memory
• On the storage capacity of an associative memory with randomly distributed storage elements
• Neural model with probabilistic firing behavior. II. One- and two-neuron networks
• Analytic study of the memory storage capacity of a neural network
• Collective properties of neural networks: A statistical physics approach
• Stochastic Dynamics of Neural Networks
• Neural networks and physical systems with emergent collective computational abilities.
• A logical calculus of the ideas immanent in nervous activity