Modeling brain function—the world of attractor neural networks

Original Contribution: Statistical analysis of the dynamics of a sparse associative memory

Neural Networks

Average-case learning curves for radial basis function networks

Neural Computation

Constrained RTRL To Reduce Learning Rate and Forgetting Phenomenon

Neural Processing Letters

Computing with self-excitatory cliques: a model and an application to hyperacuity-scale computation in visual cortex

Neural Computation

Probabilistic synaptic transmission in the associative net

Neural Computation

Order Parameters for Detecting Target Curves in Images: When Does High Level Knowledge Help?

International Journal of Computer Vision - Special issue on statistical and computational theories of vision: Part II

Acetylcholine in cortical inference

Neural Networks - Computational models of neuromodulation

The connections between the frustrated chaos and the intermittency chaos in small Hopfield networks

Neural Networks

Dynamical working memory and timed responses: the role of reverberating loops in the olivo-cerebellar system

Neural Computation

Modelling higher cognitive functions with Hebbian cell assemblies

Emergent neural computational architectures based on neuroscience

Spontaneous Evolution of Command Neurons, Place Cells and Memory Mechanisms in Autonomous Agents

ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life

A Model of Mutual Associative Memory for Simulations of Evolution and Learning

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Can a Niching Method Locate Multiple Attractors Embedded in the Hopfield Network?

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Bistable Gradient Neural Networks: Their Computational Properties

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Using a Real-Time Web-Based Pattern Recognition System to Search for Component Patterns Database

EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology

Modelling Higher Cognitive Functions with Hebbian Cell Assemblies

Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing

Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Pseudo-boolean optimization

Discrete Applied Mathematics

Research article: quantifying the complexity of flow networks: how many roles are there

Complexity

Web-based search system of pattern recognition for the pattern of industrial component by an innovative technology

Computers in Industry

Book review: Analysis and applications of artificial neural networks by L.P.J. Veelenturf (Prentice Hall 1995)

ACM SIGART Bulletin

Neural Networks Letter: Cogent confabulation

Neural Networks

A Unified Approach to Building and Controlling Spiking Attractor Networks

Neural Computation

Memory Capacity of Balanced Networks

Neural Computation

Attractor Networks for Shape Recognition

Neural Computation

Effective Neuronal Learning with Ineffective Hebbian Learning Rules

Neural Computation

2005 Special Issue: Metastability, instability, and state transition in neocortex

Neural Networks - 2005 Special issue: IJCNN 2005

A Cortical Mechanism for Binding in Visual Working Memory

Journal of Cognitive Neuroscience

Language Processing Modulated by Literacy: A Network Analysis of Verbal Repetition in Literate and Illiterate Subjects

Journal of Cognitive Neuroscience

Category-Specific Semantic Deficits in Focal and Widespread Brain Damage: A Computational Account

Journal of Cognitive Neuroscience

Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation

Neurocomputing

Minimization of ordered, symmetric half-products

Discrete Applied Mathematics

Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks

Neural Computation

Simulating global properties of electroencephalograms with minimal random neural networks

Neurocomputing

Nonlinear dynamics and symbolic dynamics of neural networks

Neural Computation

Neural network modeling of memory deterioration in alzheimer's disease

Neural Computation

The characteristics of the convergence time of associative neural networks

Neural Computation

Brain-scale simulation of the neocortex on the IBM Blue Gene/L supercomputer

IBM Journal of Research and Development

Creating hierarchical categories using cell assemblies

Connection Science

Geometrical Perspective on Hairy Memory

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II

Instabilities in attractor networks with fast synaptic fluctuations and partial updating of the neurons activity

Neural Networks

Bringing Consciousness To Cognitive Neuroscience: A Computational Perspective

Journal of Integrated Design & Process Science

Block attractor in spatially organized neural networks

Neurocomputing

Convergence time characteristics of an associative memory for natural language processing

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

Stable-yet-switchable (SyS) attractor networks

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Minimization of ordered, symmetric half-products

Discrete Applied Mathematics

Dynamics and robustness of familiarity memory

Neural Computation

Synaptic depression enlarges basin of attraction

Neurocomputing

Attractor dynamics in a modular network model of the cerebral cortex

Neurocomputing

Linear unit relevance in multiclass NLDA networks

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1

A gaussian attractor network for memory and recognition with experience-dependent learning

Neural Computation

Recurrence plots for identifying memory components in single-trial EEGs

BI'10 Proceedings of the 2010 international conference on Brain informatics

How the NETofANs-model explains representation, intentionality, and much of the process that generates the contents of awareness

Neurocomputing

Glocal memory: A critical design principle for artificial brains and minds

Neurocomputing

A network of spiking neurons that can represent interval timing: mean field analysis

Journal of Computational Neuroscience

Learning sequences of sparse correlated patterns using small-world attractor neural networks: An application to traffic videos

Neurocomputing

Towards a unified model of Pavlovian conditioning: a solution to the reconsolidation problem

GEMESED'11 Proceedings of the 4th WSEAS international conference on Energy and development - environment - biomedicine

Multistability and perceptual inference

Neural Computation

Associative memory with small world connectivity built on watts-strogatz model

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Backbone structure of hairy memory

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

Modeling neuropathologies as disruption of normal sequence generation in working memory networks

Neural Networks

Information storage and retrieval analysis of hierarchically coupled associative memories

Information Sciences: an International Journal

Study of Hopfield neural network with sub-optimal and random GA for pattern recalling of English characters

Applied Soft Computing

Order and complexity in dynamical systems: Homeodynamics as a generalized mechanics for biology

Mathematical and Computer Modelling: An International Journal

Nonlinear quantization on Hebbian-type associative memories

Applied Intelligence

Dynamical properties of continuous attractor neural network with background tuning

Neurocomputing

Neural associative memories and sparse coding

Neural Networks

Dynamics of feature categorization

Neural Computation

Nonlinear modeling of dynamic interactions within neuronal ensembles using Principal Dynamic Modes

Journal of Computational Neuroscience

Scaling laws of associative memory retrieval

Neural Computation

Encoding binary neural codes in networks of threshold-linear neurons

Neural Computation

Performance evaluation of Hopfield neural networks for overlapped English characters by using genetic algorithms

International Journal of Hybrid Intelligent Systems

Plasticity and causal history in complex adaptive systems: The case of the human brain

Information-Knowledge-Systems Management - Complex Socio-Technical Systems --Understanding and Influencing Causality of Change