Computational neurogenetic modeling /
Beňušková, L̕. 1958-
Computational neurogenetic modeling / Lubica Benuskova and Nikola Kasabov. - xii, 290 pages : illustrations (some colour) ; 25 cm. - Topics in biomedical engineering international book series . - Topics in biomedical engineering international book series. .
"Integrating bioinformatics and neuroscience data, information and knowledge via computational intelligence"--P. 4 of cover.
Includes bibliographical references (p. [259]-286) and index.
Computational neurogenetic modeling (CNGM) : a brief introduction -- Organization and functions of the brain -- Neuro-information processing in the brain -- Artificial neural networks (ANN) -- Evolving connectionist systems (ECOS) -- Evolutionary computation for model and feature optimization -- Gene/protein interactions - modeling gene regulatory networks (GRN) -- CNGM as integration of GPRN, ANN and evolving processes -- Application of CNGM to learning and memory -- Applications of CNGM and future development. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10.
"Computational Neurogenetic Modeling is essential reading for postgraduate students and researchers in the areas of information science, artificial intelligence, neurosciences, bioinformatics and cognitive sciences. This volume is structured so that every chapter can be used as reading material for research oriented courses at a postgraduate level."--BOOK JACKET.
9780387483535 0387483535
2006936901
Neurogenetics--Mathematical models
Neurogenetics--Computer simulation
Computational neuroscience
Neural networks (Computer science)
Neural networks (Neurobiology)
QP356.22 / .B46 2007
573.80113
Computational neurogenetic modeling / Lubica Benuskova and Nikola Kasabov. - xii, 290 pages : illustrations (some colour) ; 25 cm. - Topics in biomedical engineering international book series . - Topics in biomedical engineering international book series. .
"Integrating bioinformatics and neuroscience data, information and knowledge via computational intelligence"--P. 4 of cover.
Includes bibliographical references (p. [259]-286) and index.
Computational neurogenetic modeling (CNGM) : a brief introduction -- Organization and functions of the brain -- Neuro-information processing in the brain -- Artificial neural networks (ANN) -- Evolving connectionist systems (ECOS) -- Evolutionary computation for model and feature optimization -- Gene/protein interactions - modeling gene regulatory networks (GRN) -- CNGM as integration of GPRN, ANN and evolving processes -- Application of CNGM to learning and memory -- Applications of CNGM and future development. 1. 2. 3. 4. 5. 6. 7. 8. 9. 10.
"Computational Neurogenetic Modeling is essential reading for postgraduate students and researchers in the areas of information science, artificial intelligence, neurosciences, bioinformatics and cognitive sciences. This volume is structured so that every chapter can be used as reading material for research oriented courses at a postgraduate level."--BOOK JACKET.
9780387483535 0387483535
2006936901
Neurogenetics--Mathematical models
Neurogenetics--Computer simulation
Computational neuroscience
Neural networks (Computer science)
Neural networks (Neurobiology)
QP356.22 / .B46 2007
573.80113