Theoretical Neuroscience Rising

被引:106
作者
Abbott, L. F. [1 ,2 ]
机构
[1] Columbia Univ, Med Ctr, Dept Neurosci, New York, NY 10032 USA
[2] Columbia Univ, Med Ctr, Dept Physiol & Cellular Biophys, New York, NY 10032 USA
关键词
D O I
10.1016/j.neuron.2008.10.019
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Theoretical neuroscience has experienced explosive growth over the past 20 years. In addition to bringing new researchers into the field with backgrounds in physics, mathematics, computer science, and engineering, theoretical approaches have helped to introduce new ideas and shape directions of neuroscience research. This review presents some of the developments that have occurred and the lessons they have taught us.
引用
收藏
页码:489 / 495
页数:7
相关论文
共 69 条
[1]   Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex [J].
Amit, DJ ;
Brunel, N .
CEREBRAL CORTEX, 1997, 7 (03) :237-252
[2]   SPIN-GLASS MODELS OF NEURAL NETWORKS [J].
AMIT, DJ ;
GUTFREUND, H .
PHYSICAL REVIEW A, 1985, 32 (02) :1007-1018
[3]   LEARNING IN NEURAL NETWORKS WITH MATERIAL SYNAPSES [J].
AMIT, DJ ;
FUSI, S .
NEURAL COMPUTATION, 1994, 6 (05) :957-982
[4]   Towards a Theory of Early Visual Processing [J].
Atick, Joseph J. ;
Redlich, A. Norman .
NEURAL COMPUTATION, 1990, 2 (03) :308-320
[5]   Redundancy reduction revisited [J].
Barlow, H .
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2001, 12 (03) :241-253
[6]   The ''independent components'' of natural scenes are edge filters [J].
Bell, AJ ;
Sejnowski, TJ .
VISION RESEARCH, 1997, 37 (23) :3327-3338
[7]  
Borges JorgeLuis., 1975, UNIVERSAL HIST INFAM
[8]   Dynamics of networks of randomly connected excitatory and inhibitory spiking neurons [J].
Brunel, N .
JOURNAL OF PHYSIOLOGY-PARIS, 2000, 94 (5-6) :445-463
[9]   Spike-based synaptic plasticity and the emergence of direction selective simple cells: Simulation results [J].
Buchs, NJ ;
Senn, W .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2002, 13 (03) :167-186
[10]   A model of V4 shape selectivity and invariance [J].
Cadieu, Charles ;
Kouh, Minjoon ;
Pasupathy, Anitha ;
Connor, Charles E. ;
Riesenhuber, Maximilian ;
Poggio, Tomaso .
JOURNAL OF NEUROPHYSIOLOGY, 2007, 98 (03) :1733-1750