计算神经科学
参见
联结主义
电生理学
脑机接口
忆阻器
神经工程
神经信息学
意识上传
参考资料
参考文献
Chklovskii DB. Synaptic connectivity and neuronal morphology: two sides of the same coin. Neuron. 2004, 43 (5): 609–17. PMID 15339643 . doi:10.1016/j.neuron.2004.08.012 .
Sejnowski, Terrence J.; Churchland, Patricia Smith. The computational brain. Cambridge, Mass: MIT Press. 1992. ISBN 0-262-03188-4.
Abbott, L. F.; Dayan, Peter. Theoretical neuroscience: computational and mathematical modeling of neural systems. Cambridge, Mass: MIT Press. 2001. ISBN 0-262-04199-5.
Hodgkin AL, Huxley AF.A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol. (Lond.). 28 August 1952, 117 (4): 500–44. PMC 1392413 . PMID 12991237 .
William Bialek; Rieke, Fred; David Warland; Rob de Ruyter van Steveninck. Spikes: exploring the neural code. Cambridge, Mass: MIT. 1999. ISBN 0-262-68108-0.
Schutter, Erik de. Computational neuroscience: realistic modeling for experimentalists. Boca Raton: CRC. 2001. ISBN 0-8493-2068-2.
Sejnowski, Terrence J.; Hemmen, J. L. van. 23 problems in systems neuroscience. Oxford [Oxfordshire]: Oxford University Press. 2006. ISBN 0-19-514822-3.
Michael A. Arbib, Shun-ichi Amari, Prudence H. Arbib. The Handbook of Brain Theory and Neural Networks. Cambridge, Massachusetts: The MIT Press. 2002. ISBN 0-262-01197-2.
外部链接
相关期刊
Network: Computation in Neural Systems
Biological Cybernetics
Journal of Computational Neuroscience
Neural Computation
Neural Networks
Neurocomputing
Cognitive Neurodynamics
相关软件
Brian, a simulator for spiking neural networks.
Emergent ( 英语 : Emergent (software) ) , neural simulation software.
Genesis, a general neural simulation system.
HHsim, a neuronal membrane simulator.
HNeT, Holographic Neural Technology.
MCell, A Monte Carlo Simulator of Cellular Microphysiology.
ModelDB, a large open-access database of program codes of published computational neuroscience models.
NEST, a simulation tool for large neuronal systems.
Neuroconstruct, software for developing biologically realistic 3D neural networks.
Neurofitter, a parameter tuning package for electrophysiological neuron models.
Neurojet, a neural network simulator specialized for the hippocampus.
NEURON, a neuron simulator also useful to simulate neural networks.
Neurospaces, an efficient neural simulation system that uses software engineering principles from the industry.
Neuroscience related Python tools
PyDSTool, a simulator and dynamical systems analysis tool with biophysical neuron and network model specification/construction and data analysis toolboxes.
SNNAP, a single neuron and neural network simulator tool.
国际会议
Computational and Systems Neuroscience (COSYNE)– a computational neuroscience meeting with a systems neuroscience focus.
Annual Computational Neuroscience Meeting (CNS)– a yearly computational neuroscience meeting.
Neural Information Processing Systems (NIPS)– a leading annual conference covering other machine learning topics as well.
Computational Cognitive Neuroscience Conference (CCNC)– a yearly conference.
International Conference on Cognitive Neurodynamics (ICCN)– a yearly conference.
UK Mathematical Neurosciences Meeting– a new yearly conference, focused on mathematical aspects.
The NeuroComp Conference– a yearly computational neuroscience conference (France)
相关网站
Perlewitz"s computational neuroscience on the web
compneuro.org, books and programs for neural modeling
Encyclopedia of Computational Neuroscience, part ofScholarpedia, an online expert curated encyclopedia on computational neuroscience, dynamical systems and machine intelligence
NeuroWiki, a wiki discussion forum about neuroscience research, especially systems, theoretical/computational, and cognitive neuroscience
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