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- 2010010418 contributor B11749048.
- 2010010418 created "2010.".
- 2010010418 date "2010".
- 2010010418 date "2010.".
- 2010010418 dateCopyrighted "2010.".
- 2010010418 description "Includes bibliographical references and index.".
- 2010010418 description "Part I. General themes: 1. Neural networks for perceptual processing: from simulation tools to theories / Kevin Gurney; 2. Sensory ecology and perceptual allocation: new prospects for neural networks / Steven M. Phelps -- Part II. The use of artificial neural networks to elucidate the nature of perceptual processes in animals: 3. Correlation versus gradient type motion detectors: the pros and cons / Alexander Borst; 4. Spatial constancy and the brain: insights from neural networks / Robert L. White III and Lawrence H. Snyder; 5. The interplay of Pavlovian and instrumental processes in devaluation experiments: a computational embodied neuroscience model tested with a simulated rat / Francesco Mannella, Marco Mirolli and Gianluca Baldassarre; 6. Evolution, (sequential) learning and generalization in modular and nonmodular visual neural networks / Raffae.e Calabretta; 7. Effects of network structure on associative memory / Hiraku Oshima and Tokashi Odagaki; 8. Neural networks and neuro-oncology: the complex interplay between brain tumour, epilepsy and cognition / L. Douw ... [et al.] -- Part III. Artificial neural networks as models of perceptual processing in ecology and evolutionary biology: 9. Evolutionary diversification of mating behaviour: using artificial neural networks to study reproductive character displacement and speciation / Karin S. Pfennig and Michael J. Ryan; 10. Applying artificial neural networks to the study of prey coloration / Sami Merilaita; 11. Artificial neural networks in models of specialization, guild evolution and sympatric speciation / Noél M. A. Holmgren, Niclas. Norrstrom and Wayne M. Getz; 12. Probabilistic design principles for robust multimodal communication networks / David C. Krakauer, Jessica Flack and Nihat Ay; 13. Movement-based signalling and the physical world: modelling the changing perceptual task for receivers / Richard A. Peters -- Part IV. Methodological issues in the use of simple feedforward networks: 14. How training and testing histories affect generalization: a test of simple neural networks / Stefano Ghirlanda and Magnus Enquist; 15. The need for stochastic replication of ecological neural networks / Colin R. Tosh and Graeme D. Ruxton; 16. Methodological issues in modelling ecological learning with neural networks / Daniel W. Franks and Graeme D. Ruxton; 17. Neural network evolution and artificial life research / Dara Curran and Colin O'Riordan; 18. Current velocity shapes the functional connectivity of benthiscapes to stream insect movement / Julian D. Olden; 19. A model biological neural network: the cephalopod vestibular system / Roddy Williamson and Abdul Chrachri.".
- 2010010418 extent "x, 397 p. :".
- 2010010418 identifier "0521763959 (hardback)".
- 2010010418 identifier "9780521763950 (hardback)".
- 2010010418 identifier 9780521763950.jpg.
- 2010010418 issued "2010".
- 2010010418 issued "2010.".
- 2010010418 language "eng".
- 2010010418 publisher "New York : Cambridge University Press,".
- 2010010418 subject "612.8/2 22".
- 2010010418 subject "Neural networks (Computer science)".
- 2010010418 subject "Perception Computer simulation.".
- 2010010418 subject "QP441 .M63 2010".
- 2010010418 tableOfContents "Part I. General themes: 1. Neural networks for perceptual processing: from simulation tools to theories / Kevin Gurney; 2. Sensory ecology and perceptual allocation: new prospects for neural networks / Steven M. Phelps -- Part II. The use of artificial neural networks to elucidate the nature of perceptual processes in animals: 3. Correlation versus gradient type motion detectors: the pros and cons / Alexander Borst; 4. Spatial constancy and the brain: insights from neural networks / Robert L. White III and Lawrence H. Snyder; 5. The interplay of Pavlovian and instrumental processes in devaluation experiments: a computational embodied neuroscience model tested with a simulated rat / Francesco Mannella, Marco Mirolli and Gianluca Baldassarre; 6. Evolution, (sequential) learning and generalization in modular and nonmodular visual neural networks / Raffae.e Calabretta; 7. Effects of network structure on associative memory / Hiraku Oshima and Tokashi Odagaki; 8. Neural networks and neuro-oncology: the complex interplay between brain tumour, epilepsy and cognition / L. Douw ... [et al.] -- Part III. Artificial neural networks as models of perceptual processing in ecology and evolutionary biology: 9. Evolutionary diversification of mating behaviour: using artificial neural networks to study reproductive character displacement and speciation / Karin S. Pfennig and Michael J. Ryan; 10. Applying artificial neural networks to the study of prey coloration / Sami Merilaita; 11. Artificial neural networks in models of specialization, guild evolution and sympatric speciation / Noél M. A. Holmgren, Niclas. Norrstrom and Wayne M. Getz; 12. Probabilistic design principles for robust multimodal communication networks / David C. Krakauer, Jessica Flack and Nihat Ay; 13. Movement-based signalling and the physical world: modelling the changing perceptual task for receivers / Richard A. Peters -- Part IV. Methodological issues in the use of simple feedforward networks: 14. How training and testing histories affect generalization: a test of simple neural networks / Stefano Ghirlanda and Magnus Enquist; 15. The need for stochastic replication of ecological neural networks / Colin R. Tosh and Graeme D. Ruxton; 16. Methodological issues in modelling ecological learning with neural networks / Daniel W. Franks and Graeme D. Ruxton; 17. Neural network evolution and artificial life research / Dara Curran and Colin O'Riordan; 18. Current velocity shapes the functional connectivity of benthiscapes to stream insect movement / Julian D. Olden; 19. A model biological neural network: the cephalopod vestibular system / Roddy Williamson and Abdul Chrachri.".
- 2010010418 title "Modelling perception with artificial neural networks / [edited by] Colin R. Tosh, Graeme D. Ruxton.".
- 2010010418 type "text".