Esposito U, Giugliano M, Vasilaki E. (2014). Adaptation of short-term plasticity parameters via error-driven learning may explain the correlation between activity-dependent synaptic properties, connectivity motifs and target specificity. Frontiers in computational neuroscience. 8 [PubMed]

See more from authors: Esposito U · Giugliano M · Vasilaki E

References and models cited by this paper

Asaad WF, Rainer G, Miller EK. (1998). Neural activity in the primate prefrontal cortex during associative learning. Neuron. 21 [PubMed]

Barak O, Tsodyks M. (2007). Persistent activity in neural networks with dynamic synapses. PLoS computational biology. 3 [PubMed]

Binzegger T, Douglas RJ, Martin KA. (2004). A quantitative map of the circuit of cat primary visual cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience. 24 [PubMed]

Blackman AV, Abrahamsson T, Costa RP, Lalanne T, Sjöström PJ. (2013). Target-cell-specific short-term plasticity in local circuits. Frontiers in synaptic neuroscience. 5 [PubMed]

Blatow M, Caputi A, Burnashev N, Monyer H, Rozov A. (2003). Ca2+ buffer saturation underlies paired pulse facilitation in calbindin-D28k-containing terminals. Neuron. 38 [PubMed]

Bozdagi O, Valcin M, Poskanzer K, Tanaka H, Benson DL. (2004). Temporally distinct demands for classic cadherins in synapse formation and maturation. Molecular and cellular neurosciences. 27 [PubMed]

Buchanan KA et al. (2012). Target-specific expression of presynaptic NMDA receptors in neocortical microcircuits. Neuron. 75 [PubMed]

Buonomano DV, Merzenich MM. (1998). Cortical plasticity: from synapses to maps. Annual review of neuroscience. 21 [PubMed]

Carvalho TP, Buonomano DV. (2011). A novel learning rule for long-term plasticity of short-term synaptic plasticity enhances temporal processing. Frontiers in integrative neuroscience. 5 [PubMed]

Chklovskii DB, Mel BW, Svoboda K. (2004). Cortical rewiring and information storage. Nature. 431 [PubMed]

Chklovskii DB, Vitaladevuni S, Scheffer LK. (2010). Semi-automated reconstruction of neural circuits using electron microscopy. Current opinion in neurobiology. 20 [PubMed]

Clopath C, Büsing L, Vasilaki E, Gerstner W. (2010). Connectivity reflects coding: a model of voltage-based STDP with homeostasis. Nature neuroscience. 13 [PubMed]

Costa RP, Sjöström PJ, van Rossum MC. (2013). Probabilistic inference of short-term synaptic plasticity in neocortical microcircuits. Frontiers in computational neuroscience. 7 [PubMed]

Dean C, Dresbach T. (2006). Neuroligins and neurexins: linking cell adhesion, synapse formation and cognitive function. Trends in neurosciences. 29 [PubMed]

Deng L, Kaeser PS, Xu W, Südhof TC. (2011). RIM proteins activate vesicle priming by reversing autoinhibitory homodimerization of Munc13. Neuron. 69 [PubMed]

Denk W, Horstmann H. (2004). Serial block-face scanning electron microscopy to reconstruct three-dimensional tissue nanostructure. PLoS biology. 2 [PubMed]

Douglas RJ, Martin KA. (2007). Mapping the matrix: the ways of neocortex. Neuron. 56 [PubMed]

Douglas RJ, Martin KA. (2007). Recurrent neuronal circuits in the neocortex. Current biology : CB. 17 [PubMed]

Esposito U, Giugliano M, van Rossum M, Vasilaki E. (2014). Measuring symmetry, asymmetry and randomness in neural network connectivity. PloS one. 9 [PubMed]

Fiorillo CD, Tobler PN, Schultz W. (2003). Discrete coding of reward probability and uncertainty by dopamine neurons. Science (New York, N.Y.). 299 [PubMed]

Friston KJ. (2011). Functional and effective connectivity: a review. Brain connectivity. 1 [PubMed]

Fuhrmann G, Segev I, Markram H, Tsodyks M. (2002). Coding of temporal information by activity-dependent synapses. Journal of neurophysiology. 87 [PubMed]

Fusi S, Asaad WF, Miller EK, Wang XJ. (2007). A neural circuit model of flexible sensorimotor mapping: learning and forgetting on multiple timescales. Neuron. 54 [PubMed]

Giugliano M, Vasilaki E. (2012). Emergence of connectivity patterns from longterm and shortterm plasticities ICANN 2012- 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland.

Grillner S, Markram H, De Schutter E, Silberberg G, LeBeau FE. (2005). Microcircuits in action--from CPGs to neocortex. Trends in neurosciences. 28 [PubMed]

Gütig R, Sompolinsky H. (2006). The tempotron: a neuron that learns spike timing-based decisions. Nature neuroscience. 9 [PubMed]

Hai A, Shappir J, Spira ME. (2010). In-cell recordings by extracellular microelectrodes. Nature methods. 7 [PubMed]

Hennig MH. (2013). Theoretical models of synaptic short term plasticity. Frontiers in computational neuroscience. 7 [PubMed]

Hertz J, Krogh A, Palmer RG. (1991). Introduction to the Theory of Neural Computation..

Izhikevich EM. (2007). Solving the distal reward problem through linkage of STDP and dopamine signaling. Cerebral cortex (New York, N.Y. : 1991). 17 [PubMed]

Klyachko VA, Stevens CF. (2006). Excitatory and feed-forward inhibitory hippocampal synapses work synergistically as an adaptive filter of natural spike trains. PLoS biology. 4 [PubMed]

Le Bé JV, Markram H. (2006). Spontaneous and evoked synaptic rewiring in the neonatal neocortex. Proceedings of the National Academy of Sciences of the United States of America. 103 [PubMed]

Legenstein R, Pecevski D, Maass W. (2008). A learning theory for reward-modulated spike-timing-dependent plasticity with application to biofeedback. PLoS computational biology. 4 [PubMed]

Lichtman JW, Livet J, Sanes JR. (2008). A technicolour approach to the connectome. Nature reviews. Neuroscience. 9 [PubMed]

Maass W, Markram H. (2002). Synapses as dynamic memory buffers. Neural networks : the official journal of the International Neural Network Society. 15 [PubMed]

Markram H, Gerstner W, Sjöström PJ. (2011). A history of spike-timing-dependent plasticity. Frontiers in synaptic neuroscience. 3 [PubMed]

Markram H, Lübke J, Frotscher M, Sakmann B. (1997). Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science (New York, N.Y.). 275 [PubMed]

Markram H, Pikus D, Gupta A, Tsodyks M. (1998). Potential for multiple mechanisms, phenomena and algorithms for synaptic plasticity at single synapses. Neuropharmacology. 37 [PubMed]

Markram H, Tsodyks M. (1996). Redistribution of synaptic efficacy between neocortical pyramidal neurons. Nature. 382 [PubMed]

Markram H, Wang Y, Tsodyks M. (1998). Differential signaling via the same axon of neocortical pyramidal neurons. Proceedings of the National Academy of Sciences of the United States of America. 95 [PubMed]

Matveev V, Wang XJ. (2000). Differential short-term synaptic plasticity and transmission of complex spike trains: to depress or to facilitate? Cerebral cortex (New York, N.Y. : 1991). 10 [PubMed]

Meunier C, Hansel D, Gutkin B, Chow C, Dalibard J. (2005). Methods and Models in Neurophysics.

Minderer M et al. (2012). Chronic imaging of cortical sensory map dynamics using a genetically encoded calcium indicator. The Journal of physiology. 590 [PubMed]

Natschläger T, Maass W, Zador A. (2001). Efficient temporal processing with biologically realistic dynamic synapses. Network (Bristol, England). 12 [PubMed]

Perin R, Berger TK, Markram H. (2011). A synaptic organizing principle for cortical neuronal groups. Proceedings of the National Academy of Sciences of the United States of America. 108 [PubMed]

Pfister JP, Dayan P, Lengyel M. (2010). Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials. Nature neuroscience. 13 [PubMed]

Pfister JP, Gerstner W. (2006). Triplets of spikes in a model of spike timing-dependent plasticity. The Journal of neuroscience : the official journal of the Society for Neuroscience. 26 [PubMed]

Pignatelli M. (2009). Structure and Function of the Olfactory Bulb Microcircuit. Ph.D. thesis.

Reyes A et al. (1998). Target-cell-specific facilitation and depression in neocortical circuits. Nature neuroscience. 1 [PubMed]

Richmond P, Buesing L, Giugliano M, Vasilaki E. (2011). Democratic population decisions result in robust policy-gradient learning: a parametric study with GPU simulations. PloS one. 6 [PubMed]

Rinaldi T, Perrodin C, Markram H. (2008). Hyper-connectivity and hyper-plasticity in the medial prefrontal cortex in the valproic Acid animal model of autism. Frontiers in neural circuits. 2 [PubMed]

Romani A et al. (2013). Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses. Frontiers in computational neuroscience. 7 [PubMed]

Rotman Z, Klyachko VA. (2013). Role of synaptic dynamics and heterogeneity in neuronal learning of temporal code. Journal of neurophysiology. 110 [PubMed]

Schultz W, Dayan P, Montague PR. (1997). A neural substrate of prediction and reward. Science (New York, N.Y.). 275 [PubMed]

Schwartz J, Kandell E, Jessel A. (2008). Principles of Neural Science.

Seung HS. (2009). Reading the book of memory: sparse sampling versus dense mapping of connectomes. Neuron. 62 [PubMed]

Silberberg G, Grillner S, LeBeau FE, Maex R, Markram H. (2005). Synaptic pathways in neural microcircuits. Trends in neurosciences. 28 [PubMed]

Silberberg G, Markram H. (2007). Disynaptic inhibition between neocortical pyramidal cells mediated by Martinotti cells. Neuron. 53 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2001). Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron. 32 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2003). Neocortical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors. Neuron. 39 [PubMed]

Sjöström PJ, Turrigiano GG, Nelson SB. (2007). Multiple forms of long-term plasticity at unitary neocortical layer 5 synapses. Neuropharmacology. 52 [PubMed]

Song S, Miller KD, Abbott LF. (2000). Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nature neuroscience. 3 [PubMed]

Song S, Sjöström PJ, Reigl M, Nelson S, Chklovskii DB. (2005). Highly nonrandom features of synaptic connectivity in local cortical circuits. PLoS biology. 3 [PubMed]

Testa-Silva G et al. (2012). Hyperconnectivity and slow synapses during early development of medial prefrontal cortex in a mouse model for mental retardation and autism. Cerebral cortex (New York, N.Y. : 1991). 22 [PubMed]

Thomson AM. (2000). Facilitation, augmentation and potentiation at central synapses. Trends in neurosciences. 23 [PubMed]

Tobler PN, Fiorillo CD, Schultz W. (2005). Adaptive coding of reward value by dopamine neurons. Science (New York, N.Y.). 307 [PubMed]

Tsodyks MV, Markram H. (1997). The neural code between neocortical pyramidal neurons depends on neurotransmitter release probability. Proceedings of the National Academy of Sciences of the United States of America. 94 [PubMed]

Urbanczik R, Senn W. (2009). Reinforcement learning in populations of spiking neurons. Nature neuroscience. 12 [PubMed]

Varela JA et al. (1997). A quantitative description of short-term plasticity at excitatory synapses in layer 2/3 of rat primary visual cortex. The Journal of neuroscience : the official journal of the Society for Neuroscience. 17 [PubMed]

Vasilaki E, Frémaux N, Urbanczik R, Senn W, Gerstner W. (2009). Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail. PLoS computational biology. 5 [PubMed]

Vasilaki E, Fusi S, Wang XJ, Senn W. (2009). Learning flexible sensori-motor mappings in a complex network. Biological cybernetics. 100 [PubMed]

Vasilaki E, Giugliano M. (2014). Emergence of connectivity motifs in networks of model neurons with short- and long-term plastic synapses. PloS one. 9 [PubMed]

Wang Y et al. (2006). Heterogeneity in the pyramidal network of the medial prefrontal cortex. Nature neuroscience. 9 [PubMed]

Wedeen VJ et al. (2012). The geometric structure of the brain fiber pathways. Science (New York, N.Y.). 335 [PubMed]

Wickersham IR et al. (2007). Monosynaptic restriction of transsynaptic tracing from single, genetically targeted neurons. Neuron. 53 [PubMed]

Zhang F, Aravanis AM, Adamantidis A, de Lecea L, Deisseroth K. (2007). Circuit-breakers: optical technologies for probing neural signals and systems. Nature reviews. Neuroscience. 8 [PubMed]

Zucker RS, Regehr WG. (2002). Short-term synaptic plasticity. Annual review of physiology. 64 [PubMed]

References and models that cite this paper
This website requires cookies and limited processing of your personal data in order to function. By continuing to browse or otherwise use this site, you are agreeing to this use. See our Privacy policy and how to cite and terms of use.