Color pattern recognition on the random neural network model
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Learning Algorithm and Retrieval Process for the Multiple Classes Random Neural Network Model
Neural Processing Letters
Performance Evaluation
Extended Random Neural Networks
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Networking with Cognitive Packets
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
Using adaptive routing to achieve quality of service
Performance Evaluation
PE-WASUN '04 Proceedings of the 1st ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
Simulating autonomous agents in augmented reality
Journal of Systems and Software
A single-server G-queue in discrete-time with geometrical arrival and service process
Performance Evaluation
A packet processor for a learning-based routing protocol
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Dealing with software viruses: A biological paradigm
Information Security Tech. Report
Admission of QoS aware users in a smart network
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Emergency response simulation using wireless sensor networks
Proceedings of the 1st international conference on Ambient media and systems
Source routing in the internet with reinforcement learning and genetic algorithms
SEPADS'06 Proceedings of the 5th WSEAS International Conference on Software Engineering, Parallel and Distributed Systems
Random neural networks with synchronized interactions
Neural Computation
Nonnegative Least Squares Learning for the Random Neural Network
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Reduced complexity algorithms for cognitive packet network routers
Computer Communications
Modelling Gene Regulatory Networks
Bio-Inspired Computing and Communication
Steps toward self-aware networks
Communications of the ACM - Barbara Liskov: ACM's A.M. Turing Award Winner
Genetic algorithms with analytical solution
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Short communication: Product-forms and functional rates
Performance Evaluation
Performance Evaluation
Self-aware networks and quality of service
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
On the use of random neural networks for traffic matrix estimation in large-scale IP networks
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
Analysis of an automated auction with concurrent multiple unit acceptance capacity
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
An Interview with Erol Gelenbe
Ubiquity
G-networks with synchronised arrivals
Performance Evaluation
Learning in the feed-forward random neural network: A critical review
Performance Evaluation
An initiative for a classified bibliography on G-networks
Performance Evaluation
Energy-aware routing in the Cognitive Packet Network
Performance Evaluation
Analysis of automated auctions
ISCIS'06 Proceedings of the 21st international conference on Computer and Information Sciences
Erol gelenbe's career and contributions
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
Evaluating users’ satisfaction in packet networks using random neural networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Random neural networks for the adaptive control of packet networks
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Hardware implementation of random neural networks with reinforcement learning
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
User cooperation and search in intelligent networks
WAC'05 Proceedings of the Second international IFIP conference on Autonomic Communication
Bibliography on G-networks, negative customers and applications
Mathematical and Computer Modelling: An International Journal
Can cooperation improve energy efficiency in ad hoc wireless networks?
Computer Communications
The Multilayer Random Neural Network
Neural Processing Letters
Proceedings of the Fourth Symposium on Information and Communication Technology
Multiobjective learning in the random neural network
International Journal of Advanced Intelligence Paradigms
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The capacity to learn from examples is one of the most desirablefeatures of neural network models. We present a learning algorithmfor the recurrent random network model (Gelenbe 1989, 1990) usinggradient descent of a quadratic error function. The analyticalproperties of the model lead to a "backpropagation" type algorithmthat requires the solution of a system of n linear andn nonlinear equations each time the n-neuron network"learns" a new input-output pair.