{"product_id":"neuronal-dynamics-from-single-neurons-to-networks-and-models-of-cognition-9781107060838","title":"Neuronal Dynamics From Single Neurons to Networks and Models of Cognition","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eExploring neuron models, the neural code, decision making and learning, this textbook provides a thorough and up-to-date introduction to computational neuroscience for advanced undergraduate and beginning graduate students. With step-by-step explanations, end-of-chapter summaries and classroom-tested exercises, it is ideal for courses or for self-study.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003ePreface; Part I. Foundations of Neuronal Dynamics: 1. Introduction; 2. The Hodgkin–Huxley model; 3. Dendrites and synapses; 4. Dimensionality reduction and phase plane analysis; Part II. Generalized Integrate-and-Fire Neurons: 5. Nonlinear integrate-and-fire models; 6. Adaptation and firing patterns; 7. Variability of spike trains and neural codes; 8. Noisy input models: barrage of spike arrivals; 9. Noisy output: escape rate and soft threshold; 10. Estimating models; 11. Encoding and decoding with stochastic neuron models; Part III. Networks of Neurons and Population Activity: 12. Neuronal populations; 13. Continuity equation and the Fokker–Planck approach; 14. The integral-equation approach; 15. Fast transients and rate models; Part IV. Dynamics of Cognition: 16. Competing populations and decision making; 17. Memory and attractor dynamics; 18. Cortical field models for perception; 19. Synaptic plasticity and learning; 20. Outlook: dynamics in plastic networks; Bibliography; Index.","brand":"Cambridge University Press","offers":[{"title":"Default Title","offer_id":51768970445143,"sku":"9781107060838","price":90.25,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781107060838.jpg?v=1758719203","url":"https:\/\/bookcurl.com\/products\/neuronal-dynamics-from-single-neurons-to-networks-and-models-of-cognition-9781107060838","provider":"Book Curl","version":"1.0","type":"link"}