Citation Relationships



Curti E, Mongillo G, La Camera G, Amit DJ (2004) Mean field and capacity in realistic networks of spiking neurons storing sparsely coded random memories. Neural Comput 16:2597-637 [PubMed]

References and models cited by this paper

References and models that cite this paper

Amari S (1972) Characteristics of random nets of analog neuron-like elements IEEE Trans Syst Man Cybern 2:643-657

Amit D, Brunel N (1997) Dynamics of a recurrent network of spiking neurons before and following learning Network 8:373-404

Amit DJ (1989) Modeling Brain Function: the World of Attractor Neural Networks

Amit DJ (1998) Simulation in neurobiology: theory or experiment? Trends Neurosci 21:231-7 [PubMed]

Amit DJ, Bernacchia A, Yakovlev V (2003) Multiple-object working memory--a model for behavioral performance. Cereb Cortex 13:435-43 [PubMed]

Amit DJ, Brunel N (1997) Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex. Cereb Cortex 7:237-52 [PubMed]

Amit DJ, Brunel N, Tsodyks MV (1994) Correlations of cortical Hebbian reverberations: theory versus experiment. J Neurosci 14:6435-45 [PubMed]

Amit DJ, Fusi S (1992) Constraints on learning in dynamic synapses Network 3:443-464

Amit DJ, Fusi S (1994) Learning in neural networks with material synapses Neural Comput 6:957-982

Amit DJ, Gutfreund H, Sompolinsky H (1985) Spin-glass models of neural networks. Phys Rev A Gen Phys 32:1007-1018 [PubMed]

Amit DJ, Gutfreund H, Sompolinsky H (1987) Statistical mechanics of neural networks near saturation Ann Phys 173:30-67

Amit DJ, Mongillo G (2003) Spike-driven synaptic dynamics generating working memory states. Neural Comput 15:565-96 [Journal] [PubMed]

Amit DJ, Tsodyks MV (1991) Quantitative study of attractor neural network retrieving at low spike rates I Substrate-spikes, rates, and neuronal gain. Network 2:259-274

Brindley GS (1969) Nerve net models of plausible size that perform many simple learning tasks. Proc R Soc Lond B Biol Sci 174:173-91 [Journal] [PubMed]

Brunel N (1996) Hebbian learning of context in recurrent neural networks. Neural Comput 8:1677-710 [PubMed]

Brunel N (2000) Persistent activity and the single-cell frequency-current curve in a cortical network model. Network 11:261-80 [PubMed]

Brunel N, Carusi F, Fusi S (1998) Slow stochastic Hebbian learning of classes of stimuli in a recurrent neural network. Network 9:123-52 [PubMed]

Brunel N, Sergi S (1998) Firing frequency of leaky intergrate-and-fire neurons with synaptic current dynamics. J Theor Biol 195:87-95 [Journal] [PubMed]

Buhmann J, Divko R, Schulten K (1989) Associative memory with high information content. Phys Rev A Gen Phys 39:2689-2692 [PubMed]

Del_Giudice P, Mattia M (2001) Long- and short term synaptic plasticity and the formation of working memory: A case study Neurocomputing 38:1175-1180

Erickson CA, Desimone R (1999) Responses of macaque perirhinal neurons during and after visual stimulus association learning. J Neurosci 19:10404-16 [PubMed]

Fulvi Mari C (2000) Random networks of spiking neurons: instability in the Xenopus tadpole moto-neural pattern. Phys Rev Lett 85:210-3 [Journal] [PubMed]

Fusi S (2003) Spike-driven synaptic plasticity for learning correlated patterns of mean firing rates. Rev Neurosci 14:73-84 [PubMed]

Gardner E (1986) Structure of metastable states in the Hopfield model J Phys A Math Gen 19:1047-1052

Golomb D, Rubin N, Sompolinsky H (1990) Willshaw model: Associative memory with sparse coding and low firing rates. Phys Rev A 41:1843-1854 [PubMed]

Hopfield JJ (1982) Neural networks and physical systems with emergent collective computational abilities. Proc Natl Acad Sci U S A 79:2554-8 [PubMed]

Hopfield JJ (1984) Neurons with graded response have collective computational properties like those of two-state neurons. Proc Natl Acad Sci U S A 81:3088-92 [PubMed]

Kuhn R (1990) Statistical mechanics of networks of analogue neurons Statistical mechanics of neural networks, Garrido L, ed.

La_Camera G (1999) Apprendimento di stimoli sovrapposti in una rete di neuroni impulsanti Unpublished thesis, Universita di Roma, La Sapienza

Miller EK, Erickson CA, Desimone R (1996) Neural mechanisms of visual working memory in prefrontal cortex of the macaque. J Neurosci 16:5154-67 [PubMed]

Miyashita Y (1988) Neuronal correlate of visual associative long-term memory in the primate temporal cortex. Nature 335:817-20 [Journal] [PubMed]

Miyashita Y, Chang HS (1988) Neuronal correlate of pictorial short-term memory in the primate temporal cortex. Nature 331:68-70 [Journal] [PubMed]

Mongillo G, Amit DJ, Brunel N (2003) Retrospective and prospective persistent activity induced by Hebbian learning in a recurrent cortical network. Eur J Neurosci 18:2011-24

Moreno R, Parga N (2004) Response of a leaky integrate and fire neuron to white noise input filtered by synapses with an arbitrary time constant Neurocomputing 58:197-202

Nadal JP, Toulouse G, Changeux JP, Dehaene S (1986) Networks of formal neurons and memory palimpsests Europhys Lett 1:535

Rauch A, La Camera G, Luscher HR, Senn W, Fusi S (2003) Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo-like input currents. J Neurophysiol 90:1598-612 [Journal] [PubMed]

Ricciardi L (1977) Diffusion Processes and Related Topics in Biology.

Sakai K, Miyashita Y (1991) Neural organization for the long-term memory of paired associates. Nature 354:152-5 [Journal] [PubMed]

Sompolinsky H (1987) The theory of neural networks: The Hebb rule and beyond Heidelberg Colloquium on Glassy Dynamics, Van Hemmen L:Morgestren J, ed.

Tamura H, Kaneko H, Kawasaki K, Fujita I (2004) Presumed inhibitory neurons in the macaque inferior temporal cortex: visual response properties and functional interactions with adjacent neurons. J Neurophysiol 91:2782-96 [Journal] [PubMed]

Tsodyks MV, Feigelman MV (1988) The enhanced storage capacityin neural networks with low activity level Europhys Lett 6:101-105

Weisbuch G, Fogelman-Soulie F (1985) Scaling laws for the attractors of Hopfield networks J Physique Lett 46:623-630

Willshaw DJ, Buneman OP, Longuet-Higgins HC (1969) Non-holographic associative memory. Nature 222:960-2 [PubMed]

Wilson HR, Cowan JD (1972) Excitatory and inhibitory interactions in localized populations of model neurons. Biophys J 12:1-24 [Journal] [PubMed]

   Excitatory and inhibitory interactions in populations of model neurons (Wilson and Cowan 1972) [Model]

(44 refs)