On the Computational Power of Neural Microcircuit Models: Pointers to the Literature

This paper provides references for my invited talk on the computational power of neural microcircuit models.

[1]  Henry Markram,et al.  On the Computational Power of Recurrent Circuits of Spiking Neurons , 2002, Electron. Colloquium Comput. Complex..

[2]  Peter Auer,et al.  Reducing Communication for Distributed Learning in Neural Networks , 2002, ICANN.

[3]  Herbert Jaeger,et al.  The''echo state''approach to analysing and training recurrent neural networks , 2001 .

[4]  H. Markram,et al.  Organizing principles for a diversity of GABAergic interneurons and synapses in the neocortex. , 2000, Science.

[5]  W. Precht The synaptic organization of the brain G.M. Shepherd, Oxford University Press (1975). 364 pp., £3.80 (paperback) , 1976, Neuroscience.

[6]  Wolfgang Maass,et al.  Lower Bounds for the Computational Power of Networks of Spiking Neurons , 1996, Neural Computation.

[7]  Prof. Dr. Dr. Valentino Braitenberg,et al.  Cortex: Statistics and Geometry of Neuronal Connectivity , 1998, Springer Berlin Heidelberg.

[8]  Gordon M. Shepherd,et al.  A basic circuit of cortical organization. , 1988 .

[9]  J. DeFelipe,et al.  Neocortical neuronal diversity: chemical heterogeneity revealed by colocalization studies of classic neurotransmitters, neuropeptides, calcium-binding proteins, and cell surface molecules. , 1993, Cerebral cortex.

[10]  Wolfgang Maass,et al.  Fast Sigmoidal Networks via Spiking Neurons , 1997, Neural Computation.

[11]  Wolfgang Maass,et al.  Networks of spiking neurons can emulate arbitrary Hopfield nets in temporal coding , 1997 .

[12]  J J Hopfield,et al.  What is a moment? Transient synchrony as a collective mechanism for spatiotemporal integration. , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[13]  R. Legenstein,,et al.  Input Prediction and Autonomous Movement Analysis in Recurrent Circuits of Spikitfg Neurons , 2003, Reviews in the neurosciences.

[14]  V. Mountcastle Perceptual Neuroscience: The Cerebral Cortex , 1998 .

[15]  Henry Markram,et al.  Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations , 2002, Neural Computation.

[16]  Henry Markram,et al.  Computer models and analysis tools for neural microcircuits , 2003 .

[17]  M M Merzenich,et al.  Temporal information transformed into a spatial code by a neural network with realistic properties , 1995, Science.

[18]  Mnh,et al.  Histologie du Système Nerveux de Lʼhomme et des Vertébrés , 1998 .

[19]  Y. Kubota,et al.  GABAergic cell subtypes and their synaptic connections in rat frontal cortex. , 1997, Cerebral cortex.

[20]  Yun Wang,et al.  Synaptic connections and small circuits involving excitatory and inhibitory neurons in layers 2-5 of adult rat and cat neocortex: triple intracellular recordings and biocytin labelling in vitro. , 2002, Cerebral cortex.