NDLI: Knowledge matching model with dynamic weights based on the primary visual cortex

Please wait, while we are loading the content...

2015 International Joint Conference on Neural Networks (IJCNN)

2014 International Joint Conference on Neural Networks (IJCNN)

The 2013 International Joint Conference on Neural Networks (IJCNN)

The 2012 International Joint Conference on Neural Networks (IJCNN)

The 2011 International Joint Conference on Neural Networks

The 2010 International Joint Conference on Neural Networks (IJCNN)

2009 International Joint Conference on Neural Networks

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

2007 International Joint Conference on Neural Networks

The 2006 IEEE International Joint Conference on Neural Network Proceedings

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005.

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)

Proceedings of the International Joint Conference on Neural Networks, 2003.

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)

IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222)

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)

Volume 6 - 1999

Volume 5 - 1999

Volume 4 - 1999

Volume 3 - 1999

Volume 2 - 1999

Volume 1 - 1999

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)

A partial model of cortical memory based on disinhibition

A computational model of synaptic metaplasticity

Generating smooth context-dependent neural representations

Biophysical basis of neural memory

Cerebellar learning: a possible phase switch in evolution

A hybrid model for rodent spatial learning and localization

A numerical exploration of a stochastic model of human list learning

Learning to generate temporal sequences by models of frontal lobes

Oscillatory model of the hippocampal memory

A mathematical analysis of adaptive synapses

A possible mechanism for intermittent oscillations in the KIII model of dynamic memories - the case study of olfaction

Computational model of the entorhinal-hippocampal region derived from a single principle

Generative network explains category formation in Alzheimer patients

Probing the architecture of the brain in experimentation with afterimages

Brain's internal mechanisms - a new paradigm

A connectionist model of motivation

Steps toward development of an integrated neurobiological model of cocaine misuse effects

Neural networks for consciousness: the central representation

Rate of synchrony in locally coupled chains of relaxation oscillators

A neural network model of personality

Modeling higher level processing functions inherent to the human brain

Coordination dynamics in large-scale cortical networks

Artificial learning

A model of lateralization and asymmetries in cortical maps

Pattern completion through thalamo-cortical interaction

Modeling nonsynaptic communication between neurons in the lamina ganglionaris of Musca domestica

A model of saccadic generation based on the neurobiology of the superior colliculus

Design of a low-power, portable sensor system using embedded neural networks and hardware preprocessing

Decoding of information from distributed motor maps

Peculiarities of frequency-phase filtering of signals at different stages of information processing in rat barrel cortex

Local nonuniformity of the visual perception in the peripheral vision field

Analysis of spatial nonlinear responses in cortical complex cells

Knowledge matching model with dynamic weights based on the primary visual cortex

Computational explanations for color transparency

Single-pigment optical mechanism for color opponency in a photoreceptor cell

Cultures of neurons on micro-electrode array and control of their axon growth in hybrid retinal implant

Relating information capacity to a biophysical model for blowfly retina

Diffusive Hebbian model for orientation map formation

Psychophysical test of a tunable retina encoder for retina implants

Realization of geometric illusions using artificial visual model based on acute-angled expansion among crossing lines

Solving the binding problem with feature integration theory

The hippocampus and the brain: a neural network model

Simulated callosal lesions in a neural model of left and right hemispheric regions

Lesion effects in a bihemispheric letter-identification model

Climbing fibre Purkinje cell twins are found

Acquired sensorimotor coordinated signal transformation in a bi-directional neural network model

The inverse identification of neuromuscular system by using neural networks in elbow function self-correcting system

Chaotic phenomena of an active axon

Comparison of fractal characteristics of the electroencephalogram at schoolchildren 10-12 years old in norm and with difficulties in learning

Dependence of one of the fractal characteristics (Hurst exponent) of the human electroencephalogram on the cortical area and type of activity

Spatial knowledge transfer between models of hippocampus and associative cortex

Modeling prefrontal functions for robot navigation

The animal tests of chaotic signal therapy for epilepsy (CSTE)

Control chaos in nonautonomous cellular neural networks using impulsive control methods

Synchronization of the neural response to noisy periodic synaptic input

The separation of speech from interfering sounds: an oscillatory correlation approach

Integrating spatial and temporal mechanisms in auditory neural fiber's computational model

Auditory model based speech feature extraction and its application to speaker identification

A self-organizing two-stream model of language comprehension

Predicting human cortical connectivity for language areas using the Conel database

Synaptic depression may explain many of the temporal response properties observed in primary auditory cortex: a computational investigation

A recurrent network model for range processing of the mustached bat

Analysis of neural response for excitation-inhibition balanced networks with reversal potentials for large numbers of inputs

Overview of electronic nose algorithms

Olfactory signal classification based on evolutionary computation

Odor detection using pulse coupled neural networks

Signal separation processor based on second-order statistic algorithms

Adaptive higher-order feedforward neural networks

Neuron-adaptive higher order neural network group models

"Optimal" neural representation of higher order for quadratic combinatorial optimization

Dynamics of large random recurrent neural networks: oscillations of 2-population model

Modeling a compression plant using recurrent neural networks

Multi-step-ahead prediction using dynamic recurrent neural networks

A simplex optimization approach for recurrent neural network training and for learning time-dependent trajectory patterns

Training recurrent neural networks with noisy input measurements

Mathematical justification of recurrent neural networks with long- and short-term memories

Approximation to continuous functionals and operators using adaptive higher-order feedforward neural networks

Estimation with two hidden layer neural nets

Synthesis of multilayer neural networks architecture (for the case of cascaded NNs)

Application of SVM to Lyapunov function approximation

Piecewise linear networks (PLN) for function approximation

Prediction of nonlinear dynamical system output with multilayer perceptron and radial basis function neural networks

Time-delay polynomial networks and quality of approximation

Hamiltonian vector field for the Lorenz invariant set

Learning functions and their derivatives using Taylor series and neural networks

A new EM algorithm using Tikhonov regularization

Approximation of a function and its derivatives in feedforward neural networks

Increase the number of stable equilibrium points in a Hopfield-type neural network

New approach to the storage capacity of neural networks using the minimum distance between input patterns

Extending the power and capacity of constraint satisfaction networks

Evolving an optimal de/convolution function for the neural net modules of ATR's artificial brain project

Pattern coding based on firing times in a network of spiking neurons

The random subspace coarse coding scheme for real-valued vectors

Enhanced artificial neural networks using complex numbers

Implementing competitive learning in a quantum system

On model selection in SLT and linear basis neural networks

The generalized eigen-decomposition approach to blind source problems

A learning-theory-based training algorithm for variable-structure dynamic neural modeling

Symbolized particles store type neuron model and its application

Fourier neural networks

Colimits in memory: category theory and neural systems

A boundary-pair representation for perception modeling

On logical semantics of hybrid symbolic-neural networks for commonsense reasoning

Exploration of mean-field approximation for feedforward networks

2D order of self-organizing Kristal maps

Dual coding in a network of spiking neurons: aperiodic spikes and stable firing rates

Some new results on the capabilities of integer weights neural networks in classification problems

Oscillator neural network model with distributed native frequencies

An instantaneous topological mapping model for correlated stimuli

Parameter selection and state dominance in hidden Markov models of neuronal activity

Bayesian ying-yang supervised learning, modular models, and three layer nets

BYY data smoothing based learning on a small size of samples

Bayesian ying-yang theory for empirical learning, regularization and model selection: general formulation

Maximum/minimum detection by a module-based neural network with redundant architecture

A method for investigating the nonlinear dynamics of the human brain from analysis of functional MRI data

Theoretical analysis of quantized Hopfield network for integer programming

Validation of fusion through linear programming

Nonlinear factorization in the hippocampal neural structure

Primal neural networks for solving convex quadratic programs

A dual neural network solving quadratic programming problems

Nonlinear programming with feedforward neural networks

Internal representation in networks of nonmonotonic processing units

Morphological perceptrons

Uniform approximation of discrete-time nonlinear systems

New single neuron structure for solving nonlinear problems

Neighborhood induced stochastic resonance

Factors controlling generalization ability of MLP networks

Neural networks in non-Euclidean metric spaces

Using neural networks as an aid for solving engineering problems

A zero order minimization algorithm using a neural network

An extended Hopfield model for combinatorial optimization

The robustness of relaxation rates in constraint satisfaction networks

Neural networks in 2-D continuous time

What can memorization learning do?

The optimal value of self-connection

Optimization of logical rules derived by neural procedures

Solving a graph layout problem using strictly digital neural networks with virtual slack-neurons

Hysteresis neural networks for a combinatorial optimization problem

Design and analysis of neural networks for systems optimization

Locally coupled chaotic oscillator network for scene segmentation

Synchronized chaos in coupled neuromodules of different types

Self-trapping in an attractor neural network with nearest neighbor synapses mimics full connectivity

Relationship between fault tolerance, generalization and the Vapnik-Chervonenkis (VC) dimension of feedforward ANNs

Noise reduction of chaotic interspike intervals (ISI) of neurons

On the self-feedback controlled chaotic neural network and its application to N-Queen problem

Integrate-and-fire model with periodic inputs

Autonomous integrate-and-fire model with vibration

A novel dynamical invariant measure addresses the stability of the chaotic KIII neural network

Chaos in neural networks with bistable dendrite membrane current-voltage relation

Stochastic chaos versus deterministic chaos: a case for analog versus digital embodiment of devices for pattern recognition

1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227)

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94)

Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan)

[Proceedings 1992] IJCNN International Joint Conference on Neural Networks

[Proceedings] 1991 IEEE International Joint Conference on Neural Networks

IJCNN-91-Seattle International Joint Conference on Neural Networks

1990 IJCNN International Joint Conference on Neural Networks

International 1989 Joint Conference on Neural Networks

Knowledge matching model with dynamic weights based on the primary visual cortex

Content Provider	IEEE Xplore Digital Library
Author	Yu Bo Zhang Liming
Copyright Year	1999
Description	Author affiliation: Dept. of Electron. Eng., Fudan Univ., Shanghai, China (Yu Bo)
Abstract	Even in the field of biology, the principle of how knowledge can be efficiently utilized in a neural network has not been solved perfectly. This paper discusses a new model based on the structure of the V1 area in biological visual system for knowledge matching. The contour of the object is stored as knowledge in the form of chain code. During the matching process, the chain code is presented to control the dynamics of the neuron in a V1-similar structure neural network. Cooperating with the dynamic weights, active neurons will reconstruct the object's contour at the place where the object is in the visual field. This model is an exploration of how knowledge is represented and utilized in the brain.
Starting Page	164
Ending Page	169
File Size	480603
Page Count	6
File Format	PDF
ISBN	0780355296
ISSN	10987576
DOI	10.1109/IJCNN.1999.831477
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1999-07-10
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Brain modeling Neurons Biological neural networks Visual system Biological system modeling Process control Knowledge engineering Electronic mail Computational biology Biological information theory
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in