Models of Neural Networks IV (häftad)
Fler böcker inom
Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
413
Utgivningsdatum
2011-12-14
Upplaga
Softcover reprint of the original 1st ed. 2002
Förlag
Springer-Verlag New York Inc.
Medarbetare
Hemmen, J. Leo van (ed.), Cowan, Jack D. (ed.), Domany, Eytan (ed.)
Illustrationer
87 Illustrations, black and white; XIII, 413 p. 87 illus.
Dimensioner
234 x 156 x 22 mm
Vikt
599 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9781441928757

Models of Neural Networks IV

Early Vision and Attention

av J Leo Van Hemmen, Jack D Cowan, Eytan Domany
Häftad,  Engelska, 2011-12-14
760
Köp
Spara som favorit
  • Skickas från oss inom 7-10 vardagar.
  • Fri frakt över 249 kr för privatkunder i Sverige.
Finns även som
Visa alla 2 format & utgåvor
Close this book for a moment and look around you. You scan the scene by directing your attention, and gaze, at certain specific objects. Despite the background, you discern them. The process is partially intentional and partially preattentive. How all this can be done is described in the fourth volume of Models of Neural Networks devoted to Early Vision and Atten tion that you are holding in your hands. Early vision comprises the first stages of visual information processing. It is as such a scientific challenge whose clarification calls for a penetrating review. Here you see the result. The Heraeus Foundation (Hanau) is to be thanked for its support during the initial phase of this project. John Hertz, who has extensive experience in both computational and ex perimental neuroscience, provides in "Neurons, Networks, and Cognition" to neural modeling. John Van Opstal explains in a theoretical introduction "The Gaze Control System" how the eye's gaze control is performed and presents a novel theoretical description incorporating recent experimental results. We then turn to the relay stations thereafter, the lateral genicu late nucleus (LGN) and the primary visual cortex. Their anatomy, phys iology, functional relations, and ensuing response properties are carefully analyzed by Klaus Funke et al. in "Integrating Anatomy and Physiology of the Primary Visual Pathway: From LGN to Cortex", one of the most comprehensive reviews that is available at the moment.
Visa hela texten

Passar bra ihop

  1. Models of Neural Networks IV
  2. +
  3. Co-Intelligence

De som köpt den här boken har ofta också köpt Co-Intelligence av Ethan Mollick (häftad).

Köp båda 2 för 988 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Fler böcker av författarna

Innehållsförteckning

1 Neurons, Networks, and Cognition: An Introduction to Neural Modeling.- 1.1 Introduction.- 1.2 Neurons.- 1.3 Local Cortical Network Dynamics.- 1.4 Collective Computation: Associative Memory.- 1.5 Concluding Remarks.- 1.6 Acknowledgments.- 1.7 References.- 2 The Gaze Control System.- 2.1 Introduction.- 2.2 The Gaze Control System in One and Two Dimensions.- 2.3 New Aspects for Eye Rotations in 3D.- 2.4 Mathematics of 3D Rotational Kinematics.- 2.5 Donders Law and Listings Law.- 2.6 Head-free Saccadic Gaze Shifts in 3D.- 2.7 Conclusion.- 2.8 References.- 3 Integrating Anatomy and Physiology of the Primary Visual Pathway: From LGN to Cortex.- 3.1 Introduction.- 3.2 The LGN.- 3.3 Models of the LGN.- 3.4 The Visual Cortex.- 3.5 Models of the Visual Cortex.- 3.6 References.- 4 Neural Principles of Preattentive Scene Segmentation: Hints from Cortical Recordings, Related Models, and Perception.- 4.1 Introduction.- 4.2 Properties of Synchronized Fast Cortical Oscillations (FCOs).- 4.3 Coding Contour Continuity.- 4.4 Coding Region Continuity.- 4.5 Coding the Separation of Adjacent Regions.- 4.6 Spatially Restricted Synchronization Among FCOs.- 4.7 Additional Properties of FCOs.- 4.8 Stimulus-Locked Scene Segmentation.- 4.9 Early Labeling of Visual Objects by FCO- or Rate-Coherence?.- 4.10 Appendix.- 4.11 References.- 5 Figure-Ground Segregation and Brightness Perception at Illusory Contours: A Neuronal Model.- 5.1 Introduction.- 5.2 Methods.- 5.3 Results.- 5.4 Discussion.- 5.5 Acknowledgment.- 5.6 References.- 6 Controlling the Focus of Visual Selective Attention.- 6.1 Introduction.- 6.2 A Computational Model of The Dorsal Pathway.- 6.3 Simulation Results.- 6.4 Discussion.- 6.5 References.- 7 Activity-Gating Attentional Networks.- 7.1 Introduction.- 7.2 Activity-GatingNetworks.- 7.3 Results.- 7.4 Discussion.- 7.5 References.- 8 Timing and Counting Precision in the Blowfly Visual System.- 8.1 Introduction.- 8.2 Signal, Noise and Information Transmission in a Modulated Poisson Process.- 8.3 The Early Stages of Fly Vision.- 8.4 Coding in a Blowfly Motion Sensitive Neuron.- 8.5 Discussion and Conclusions.- 8.6 References.- 9 Paradigms for Computing with Spiking Neurons.- 9.1 Introduction.- 9.2 A Formal Computational Model for a Network of Spiking Neurons.- 9.3 McCulloch-Pitts Neurons versus Spiking Neurons.- 9.4 Computing with Temporal Patterns.- 9.5 Computing with a Space-Rate Code.- 9.6 Analog Computation on Time Series in a Space-Rate Code.- 9.7 Computing with Firing Rates.- 9.8 Firing Rates and Temporal Correlations.- 9.9 Networks of Spiking Neurons for Storing and Retrieving Information.- 9.10 Computing on Spike Trains.- 9.11 Conclusions.- 9.12 References.

Du kanske gillar