Emergence of low noise frustrated states in E/I balanced neural networks

Agliari, 2013, Immune networks: multi-tasking capabilities at medium load, Journal of Physics A: Mathematical and Theoretical, 46, 10.1088/1751-8113/46/33/335101 Agliari, 2013, Immune networks: multitasking capabilities near saturation, Journal of Physics A: Mathematical and Theoretical, 46, 10.1088/1751-8113/46/41/415003 Agliari, E., Barra, A., Galluzzi, A., Tantari, D., & Tavani, F. (2014). A walk in the statistical mechanical formulation of neural networks. arXiv:1407.5300v1  [cond-mat.dis-nn]. Amit, 1989 Amit, 1987, Statistical mechanics of neural networks near saturation, Annals of Physics, 173, 30, 10.1016/0003-4916(87)90092-3 Barra, 2010, The replica symmetric approximation of the analogical neural network, Journal of Statistical Physics, 140, 784, 10.1007/s10955-010-0020-y Barra, 2011, Equilibrium statistical mechanics of bipartite spin systems, Journal of Physics A: Mathematical and Theoretical, 44, 10.1088/1751-8113/44/24/245002 Barra, 2012, How glassy are neural networks?, Journal of Statistical Mechanics: Theory and Experiment, 2012, P07009, 10.1088/1742-5468/2012/07/P07009 Benita, 2012, Synaptic depression and slow oscillatory activity in a biophysical network model of the cerebral cortex, Frontiers in Computational Neuroscience, 6 Bosch, 2014, Reinstatement of associative memories in early visual cortex is signaled by the hippocampus, Journal of Neuroscience, 34, 7493, 10.1523/JNEUROSCI.0805-14.2014 Castro-Alamancos, 1995, Different forms of synaptic plasticity in somatosensory and motor areas of the neocortex, Journal of Neuroscience, 15, 5324, 10.1523/JNEUROSCI.15-07-05324.1995 Chechik, 1998, Synaptic pruning in development: A computational account, Neural Computation, 10, 1759, 10.1162/089976698300017124 Cortes, 2006, Effects of fast presynaptic noise in attractor neural networks, Neural Computation, 18, 614, 10.1162/neco.2006.18.3.614 Dani, 2005, Reduced cortical activity due to a shift in the balance between excitation and inhibition in a mouse model of rett syndrome, Proceedings of the National Academy of Sciences of the USA, 102, 12560, 10.1073/pnas.0506071102 Destexhe, 2007, Are corticothalamic ‘up’ states fragments of wakefulness?, Trends in Neurosciences, 30, 334, 10.1016/j.tins.2007.04.006 Edwards, 1975, Theory of spin glasses, Journal of Physics F: Metal Physics, 5, 965, 10.1088/0305-4608/5/5/017 Feller, 1971 Galán, 2006, Sensory memory for odors is encoded in spontaneous correlated activity between olfactory glomeruli, Neural Computation, 18, 10, 10.1162/089976606774841558 Guerra, 2002, The thermodynamic limit in mean field spin glass models, Communications in Mathematical Physics, 230, 71, 10.1007/s00220-002-0699-y Gutnisky, 2008, Adaptive coding of visual information in neural populations, Nature, 452, 220, 10.1038/nature06563 Hebb, 1949 Heiss, 2008, Shift in the balance between excitation and inhibition during sensory adaptation of s1 neurons, Journal of Neuroscience, 28, 13320, 10.1523/JNEUROSCI.2646-08.2008 Holcman, 2006, The emergence of up and down states in cortical networks, PLoS Computational Biology, 2, 174, 10.1371/journal.pcbi.0020023 Hopfield, 1982, Neural networks and physical systems with emergent collective computational abilities, Proceedings of the National Academy of Sciences of the USA, 79, 2554, 10.1073/pnas.79.8.2554 Huttenlocher, 1987, The development of synapses in striate cortex of man, Human Neurobiology, 6, 1 Krzakala, 2010, Elusive spin-glass phase in the random field ising model, Physical Review Letters, 104, 10.1103/PhysRevLett.104.207208 Marro, 1999 Mejias, 2010, Irregular dynamics in up and down cortical states, PLoS ONE, 5, e13651, 10.1371/journal.pone.0013651 Okun, 2009, Balance of excitation and inhibition, Scholarpedia, 4, 7467, 10.4249/scholarpedia.7467 Pantic, 2002, Associative memmory with dynamic synapses, Neural Computation, 14, 2903, 10.1162/089976602760805331 Peretto, 1992 Rolls, 1994, Gustatory, olfactory, and visual convergence within the primate orbitofrontal cortex, Journal of Neuroscience, 14, 5437, 10.1523/JNEUROSCI.14-09-05437.1994 Sanchez-Vives, 2000, Cellular and network mechanisms of rhythmic recurrent activity in neocortex, Nature Neuroscience, 3, 1027, 10.1038/79848 Sherrington, 1975, Solvable model of a spin-glass, Physical Review Letters, 35, 1792, 10.1103/PhysRevLett.35.1792 Shu, 2003, Turning on and off recurrent balanced cortical activity, Nature, 423, 288, 10.1038/nature01616 Takeuchi, 2013, The synaptic plasticity and memory hypothesis: encoding, storage and persistence, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences, 369, 10.1098/rstb.2013.0288 Timofeev, 2000, Origin of slow cortical oscillations in deafferented cortical slabs, Cerebral Cortex, 10, 1185, 10.1093/cercor/10.12.1185 Torres, 2007, Competition between synaptic depression and facilitation in attractor neural networks, Neural Computation, 19, 2739, 10.1162/neco.2007.19.10.2739 Torres, 1998, Modeling ionic diffusion in magnetic systems, Physical Review B, 58, 11488, 10.1103/PhysRevB.58.11488 Tsodyks, 1989, Associative memory in neural networks with the hebbian learning rule, Modern Physics Letters B, 03, 555, 10.1142/S021798498900087X Tsodyks, 1988, The enhanced storage capacity in neural networks with low activity level, EPL (Europhysics Letters), 6, 101, 10.1209/0295-5075/6/2/002 Turrigiano, 2004, Homeostatic plasticity in the developing nervous system, Nature Reviews Neuroscience, 5, 97, 10.1038/nrn1327 Urban, 1996, Induction of hebbian and non-hebbian mossy fiber long-term potentiation by distinct patterns of high-frequency stimulation, Journal of Neuroscience, 16, 4293, 10.1523/JNEUROSCI.16-13-04293.1996 Vasant, 2016 Wang, 2014, Targeted enhancement of cortical-hippocampal brain networks and associative memory, Science, 345, 1054, 10.1126/science.1252900 Wilson, 1972, Excitatory and inhibitory interactions in localized populations of model neurons, Biophysical Journal, 12, 1, 10.1016/S0006-3495(72)86068-5 Xu, 2009, Ephrin-b3 reverse signaling through grb4 and cytoskeletal regulators mediates axon pruning, Nature Neuroscience, 12, 268, 10.1038/nn.2254