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- catalog abstract "Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivated development of both weakly connected system theory and mathematical neuroscience. Weakly Connected Neural Networks will be useful to researchers and graduate students in various branches of mathematical neuroscience.".
- catalog contributor b10502706.
- catalog contributor b10502707.
- catalog created "c1997.".
- catalog date "1997".
- catalog date "c1997.".
- catalog dateCopyrighted "c1997.".
- catalog description "I. Introduction. 1. Introduction. 2. Bifurcations in Neuron Dynamics. 3. Neural Networks. 4. Introduction to Canonical Models -- II. Derivation of Canonical Models. 5. Local Analysis of WCNNs. 6. Local Analysis of Singularly Perturbed WCNNs. 7. Local Analysis of Weakly Connected Maps. 8. Saddle-Node on a Limit Cycle. 9. Weakly Connected Oscillators -- III. Analysis of Canonical Models. 10. Multiple Andronov-Hopf Bifurcation. 11. Multiple Cusp Bifurcation. 12. Quasi-Static Bifurcations. 13. Synaptic Organizations of the Brain.".
- catalog description "Includes bibliographical references (p. [381]-393) and index.".
- catalog description "Weakly Connected Neural Networks is devoted to local and global analysis of weakly connected systems with applications to neurosciences. Using bifurcation theory and canonical models as the major tools of analysis, it presents systematic and well-motivated development of both weakly connected system theory and mathematical neuroscience. Weakly Connected Neural Networks will be useful to researchers and graduate students in various branches of mathematical neuroscience.".
- catalog extent "xvi, 400 p. :".
- catalog identifier "0387949488 (hardcover : acid-free paper)".
- catalog isPartOf "Applied mathematical sciences (Springer-Verlag New York Inc.) ; v. 126.".
- catalog isPartOf "Applied mathematical sciences ; v. 126".
- catalog issued "1997".
- catalog issued "c1997.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "006.3/2 21".
- catalog subject "Neural networks (Computer science)".
- catalog subject "QA1 .A647 vol. 126 QA76.87".
- catalog tableOfContents "I. Introduction. 1. Introduction. 2. Bifurcations in Neuron Dynamics. 3. Neural Networks. 4. Introduction to Canonical Models -- II. Derivation of Canonical Models. 5. Local Analysis of WCNNs. 6. Local Analysis of Singularly Perturbed WCNNs. 7. Local Analysis of Weakly Connected Maps. 8. Saddle-Node on a Limit Cycle. 9. Weakly Connected Oscillators -- III. Analysis of Canonical Models. 10. Multiple Andronov-Hopf Bifurcation. 11. Multiple Cusp Bifurcation. 12. Quasi-Static Bifurcations. 13. Synaptic Organizations of the Brain.".
- catalog title "Weakly connected neural networks / Frank C. Hoppensteadt, Eugene M. Izhikevich.".
- catalog type "text".