Bart Kosko

Orcid: 0000-0003-4745-8986

According to our database1, Bart Kosko authored at least 90 papers between 1986 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2010, "For contributions to neural and fuzzy systems".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
Noise-boosted recurrent backpropagation.
Neurocomputing, November, 2023

Hidden Priors for Bayesian Bidirectional Backpropagation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

2022
Bayesian Rule Ontologies For XAI Classification and Regression.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Deeper Bidirectional Neural Networks with Generalized Non-Vanishing Hidden Neurons.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Uniform Convergence of Probability Mixtures that Represent Combined Fuzzy Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Erratum to "Bidirectional Associative Memories: Unsupervised Hebbian Learning to Bidirectional Backpropagation".
IEEE Trans. Syst. Man Cybern. Syst., 2021

Bidirectional Associative Memories: Unsupervised Hebbian Learning to Bidirectional Backpropagation.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Uniform Mixture Convergence of Continuously Transformed Fuzzy Systems.
Proceedings of the Explainable AI and Other Applications of Fuzzy Techniques, 2021

Bayesian Bidirectional Backpropagation Learning.
Proceedings of the International Joint Conference on Neural Networks, 2021

Deeper Neural Networks with Non-Vanishing Logistic Hidden Units: NoVa vs. ReLU Neurons.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Bidirectional Backpropagation for High-Capacity Blocking Networks.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Bayesian Pruned Random Rule Foams for XAI.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
Bidirectional Backpropagation.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Noise can speed backpropagation learning and deep bidirectional pretraining.
Neural Networks, 2020

Random Fuzzy-Rule Foams for Explainable AI.
Proceedings of the Fuzzy Information Processing 2020, 2020

High Capacity Neural Block Classifiers with Logistic Neurons and Random Coding.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Convergence of Generalized Probability Mixtures That Describe Adaptive Fuzzy Rule-based Systems.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Noise-boosted bidirectional backpropagation and adversarial learning.
Neural Networks, 2019

Beyond DAGs: Modeling Causal Feedback with Fuzzy Cognitive Maps.
CoRR, 2019

2018
Additive Fuzzy Systems: From Generalized Mixtures to Rule Continua.
Int. J. Intell. Syst., 2018

Noisy Expectation-Maximization: Applications and Generalizations.
CoRR, 2018

Training Generative Adversarial Networks with Bidirectional Backpropagation.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

2017
Generalized mixture representations and combinations for additive fuzzy systems.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Using noise to speed up video classification with recurrent backpropagation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016
Noise-enhanced convolutional neural networks.
Neural Networks, 2016

2015
Additive Fuzzy Systems as Generalized Probability Mixture Models.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Using Noise to Speed up Markov Chain Monte Carlo Estimation.
Proceedings of the INNS Conference on Big Data 2015, 2015

2013
Corrigendum to "Noise enhanced clustering and competitive learning algorithms" [Neural Networks 37 (2013) 132-140].
Neural Networks, 2013

Noise-enhanced clustering and competitive learning algorithms.
Neural Networks, 2013

Noisy hidden Markov models for speech recognition.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Noise benefits in backpropagation and deep bidirectional pre-training.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Triply fuzzy function approximation for hierarchical Bayesian inference.
Fuzzy Optim. Decis. Mak., 2012

2011
Noise Benefits in Quantizer-Array Correlation Detection and Watermark Decoding.
IEEE Trans. Signal Process., 2011

Bayesian Inference With Adaptive Fuzzy Priors and Likelihoods.
IEEE Trans. Syst. Man Cybern. Part B, 2011

Noise benefits in the expectation-maximization algorithm: Nem theorems and models.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Triply fuzzy function approximation for Bayesian inference.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
Optimal Mean-Square Noise Benefits in Quantizer-Array Linear Estimation.
IEEE Signal Process. Lett., 2010

Stochastic Resonance Noise Benefits in Markov Chain Monte Carlo Density Estimation.
Proceedings of The 2010 International Conference on Data Mining, 2010

2009
Optimal noise benefits in Neyman-Pearson and inequality-constrained statistical signal detection.
IEEE Trans. Signal Process., 2009

Error-probability noise benefits in threshold neural signal detection.
Neural Networks, 2009

Neural signal-detection noise benefits based on error probability.
Proceedings of the International Joint Conference on Neural Networks, 2009

Adaptive fuzzy priors for Bayesian inference.
Proceedings of the International Joint Conference on Neural Networks, 2009

Quantizer noise benefits in nonlinear signal detection with alpha-stable channel noise.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Stochastic Resonance in Continuous and Spiking Neuron Models With Levy Noise.
IEEE Trans. Neural Networks, 2008

Optimal noise benefits in Neyman-Pearson signal detection.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Levy Noise Benefits in Neural Signal Detection.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Mutual-Information Noise Benefits in Brownian Models of Continuous and Spiking Neurons.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Modeling gunshot bruises in soft body armor with an adaptive fuzzy system.
IEEE Trans. Syst. Man Cybern. Part B, 2005

Stochastic resonance in noisy spiking retinal and sensory neuron models.
Neural Networks, 2005

2004
Adaptive stochastic resonance in noisy neurons based on mutual information.
IEEE Trans. Neural Networks, 2004

Probable equivalence, superpower sets, and superconditionals.
Int. J. Intell. Syst., 2004

2003
Stochastic resonance in noisy threshold neurons.
Neural Networks, 2003

2002
A conditioning interval based on superconditionals and superpower sets.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
The shape of fuzzy sets in adaptive function approximation.
IEEE Trans. Fuzzy Syst., 2001

1998
Global stability of generalized additive fuzzy systems.
IEEE Trans. Syst. Man Cybern. Part C, 1998

Neural Fuzzy Agents for Profile Learning and Adaptive Object Matching.
Presence Teleoperators Virtual Environ., 1998

Adaptive stochastic resonance.
Proc. IEEE, 1998

Special Issue On Intelligent Signal Processing.
Proc. IEEE, 1998

Neural fuzzy stochastic resonance.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Stochastic Resonance with Adaptive Fuzzy Systems.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997
Neural fuzzy motion estimation and compensation.
IEEE Trans. Signal Process., 1997

Adaptive joint fuzzy sets for function approximation.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Neural fuzzy agents that learn profiles and search databases.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Neural Fuzzy Agents for Database Search.
Proceedings of the Cooperative Information Agents, First International Workshop, 1997

Neural Fuzzy Agents for Profile Learning and Object Matching.
Proceedings of the First International Conference on Autonomous Agents, 1997

Neural Fuzzy Agents that Learn a User's Preference Map.
Proceedings of the 4th International Forum on Research and Technology Advances in Digital Libraries (ADL '97), 1997

1996
Fuzzy function approximation with ellipsoidal rules.
IEEE Trans. Syst. Man Cybern. Part B, 1996

Fuzzy prediction and filtering in impulsive noise.
Fuzzy Sets Syst., 1996

Fuzzy throttle and brake control for platoons of smart cars.
Fuzzy Sets Syst., 1996

1995
Adaptive fuzzy frequency hopper.
IEEE Trans. Commun., 1995

Optimal fuzzy rules cover extrema.
Int. J. Intell. Syst., 1995

1994
The probability monopoly.
IEEE Trans. Fuzzy Syst., 1994

Fuzzy Systems as Universal Approximators.
IEEE Trans. Computers, 1994

Virtual Worlds as Fuzzy Cognitive Maps.
Presence Teleoperators Virtual Environ., 1994

1993
Addition as fuzzy mutual entropy.
Inf. Sci., 1993

Fuzzy function learning with covariance ellipsoids.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992
Adaptive fuzzy systems for backing up a truck-and-trailer.
IEEE Trans. Neural Networks, 1992

Fuzzy subimage classification in image sequence coding.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Neural networks and fuzzy systems: a dynamical systems approach to machine intelligence.
Prentice Hall, ISBN: 0136123341, 1992

1991
Stochastic competitive learning.
IEEE Trans. Neural Networks, 1991

Differential competitive learning for centroid estimation and phoneme recognition.
IEEE Trans. Neural Networks, 1991

1990
Unsupervised learning in noise.
IEEE Trans. Neural Networks, 1990

Comparison of fuzzy and neural truck backer-upper control systems.
Proceedings of the IJCNN 1990, 1990

1988
Bidirectional associative memories.
IEEE Trans. Syst. Man Cybern., 1988

Hidden patterns in combined and adaptive knowledge networks.
Int. J. Approx. Reason., 1988

Feedback stability and unsupervised learning.
Proceedings of International Conference on Neural Networks (ICNN'88), 1988

1986
Counting with Fuzzy Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 1986

Fuzzy entropy and conditioning.
Inf. Sci., 1986

Fuzzy Cognitive Maps.
Int. J. Man Mach. Stud., 1986

Fuzzy knowledge combination.
Int. J. Intell. Syst., 1986


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