图书简介
The volume covers the creation of computer models of neural networks, and their use in the study of neural function, of cognition, memory and vision. The results and future directions explored here will have an important bearing on research into brain function, physiology, psychology, biophysics and artificial intelligence.
馆藏图书馆
Princeton University Library
Preface; Part I. Neurons and Neural Networks: General Principles: 1. Some recent developments in the theory of neural networks; 2. Representation of sensory information in self-organizating feature maps, and the relation of these maps to distributed memory networks; 3. Excitable dendritic spine clusters: nonlinear synaptic processing; 4. Vistas from tensor network theory: a horizon from reductionalistic neurophilosophy to the geometry of multi-unit recordings; Part II. Synaptic Plasticity, Topological and Temporal Features, and Higher Cortical Processing: 5. Neurons with hysteresis?; 6. On models of short- and long-term memories; 7. Topology, structure, and distance in quasirandom neural networks; 8. A layered metwork model of sensory cortex; 9. Computer simulation of networks of electronic neurons; 10. A possible role for coherence in neural networks; 11. Simulations of the trion model and the search for the code of higher cortical processing; 12. AND-OR logic analogue of neuron networks; Part III. Spin Glass Models and Cellular Automata: 13. Neural networks: learning and forgetting; 14. Learning by error corrections in spin glass models of neural networks; 15. Random complex automata: analogy with spin glasses; 16. The evolution of data processing abilities in competing automata; 17. The inverse problem for neural nets and cellular automata; Part IV. Cyclic Phenomena and Chaos in Neural Networks: 18. A new synaptic modification algorithm and rhythmic oscillation; 19. ’Normal’ and ’abnormal’ dynamic behaviour during synaptic transmission; 20. Computer simulation studies to deduce the structure and function of the human brain; 21. Access stability of cyclic modes in quasirandom networks of threshold neurons obeying a deterministic synchronous dynamics; 22. Transition to cycling in neural networks; 23. Exemplification of chaotic activity in non-linear neural networks obeying a deterministic dynamics in continuous time; Part V. The Cerebellum and the Hippocampus: 24. Computer simulation of the cerebellar cortex compartment with a special reference to the Purkinje cell dendrite structure; 25. Modeling the electrical behaviour of cortical neurons - simulation of hippocampal pyramidal cells; Part VI. Olfaction, Vision and Cognition: 26. Neural computations and neural systems; 27. development of feature-analyzing cells and their columnar organisation in a layered self-adaptive network; 28. Reafferent stimulation: a mechanism for late vision and cognitive processes; 29. Mathematical model and computer simulation of visual recognition in retina and tectum opticum of amphibians; 30. Pattern recognition with modifiable neuronal interactions; 31. Texture description in the time domain; Part VII. Applications to Experiment, Communication and Control: 32. Computer-aid design of neurobiological experiments; 33. Simulation of the prolactin level fluctuations during pseudopregnancy in rats; 34. Applications of biological intelligence to command, control and communications; 35. Josin’s computational system for use as a research tool; Author index; Subject index.
Trade Policy 买家须知
- 关于产品:
- ● 正版保障:本网站隶属于中国国际图书贸易集团公司,确保所有图书都是100%正版。
- ● 环保纸张:进口图书大多使用的都是环保轻型张,颜色偏黄,重量比较轻。
- ● 毛边版:即书翻页的地方,故意做成了参差不齐的样子,一般为精装版,更具收藏价值。
关于退换货:
- 由于预订产品的特殊性,采购订单正式发订后,买方不得无故取消全部或部分产品的订购。
- 由于进口图书的特殊性,发生以下情况的,请直接拒收货物,由快递返回:
- ● 外包装破损/发错货/少发货/图书外观破损/图书配件不全(例如:光盘等)
并请在工作日通过电话400-008-1110联系我们。
- 签收后,如发生以下情况,请在签收后的5个工作日内联系客服办理退换货:
- ● 缺页/错页/错印/脱线
关于发货时间:
- 一般情况下:
- ●【现货】 下单后48小时内由北京(库房)发出快递。
- ●【预订】【预售】下单后国外发货,到货时间预计5-8周左右,店铺默认中通快递,如需顺丰快递邮费到付。
- ● 需要开具发票的客户,发货时间可能在上述基础上再延后1-2个工作日(紧急发票需求,请联系010-68433105/3213);
- ● 如遇其他特殊原因,对发货时间有影响的,我们会第一时间在网站公告,敬请留意。
关于到货时间:
- 由于进口图书入境入库后,都是委托第三方快递发货,所以我们只能保证在规定时间内发出,但无法为您保证确切的到货时间。
- ● 主要城市一般2-4天
- ● 偏远地区一般4-7天
关于接听咨询电话的时间:
- 010-68433105/3213正常接听咨询电话的时间为:周一至周五上午8:30~下午5:00,周六、日及法定节假日休息,将无法接听来电,敬请谅解。
- 其它时间您也可以通过邮件联系我们:customer@readgo.cn,工作日会优先处理。
关于快递:
- ● 已付款订单:主要由中通、宅急送负责派送,订单进度查询请拨打010-68433105/3213。
本书暂无推荐
本书暂无推荐