Neural implementation of categorization in a motion discrimination task

Ferrera, 2009, Frontal eye field neurons signal changes in decision criteria, Nat. Neurosci., 12, 1458, 10.1038/nn.2434 Purushothaman, 2005, Neural population code for fine perceptual decisions in area MT, Nat. Neurosci., 8, 99, 10.1038/nn1373 Romo, 1999, Neuronal correlates of parametric working memory in the prefrontal cortex, Nature, 399, 470, 10.1038/20939 Romo, 2003, Flutter discrimination, Nat. Rev. Neurosci., 4, 203, 10.1038/nrn1058 Roy, 2010, Prefrontal cortex activity during flexible categorization, J. Neurosci., 30, 8519, 10.1523/JNEUROSCI.4837-09.2010 Mysore, 2011, Flexible categorization of relative stimulus strength by the optic tectum, J. Neurosci., 31, 7745, 10.1523/JNEUROSCI.5425-10.2011 Freedman, 2006, Experience-dependent representation of visual categories in parietal cortex, Nature, 443, 85, 10.1038/nature05078 Duncan, 2009, Distinct memory signatures in the hippocampus, J. Neurosci., 29, 131, 10.1523/JNEUROSCI.2998-08.2009 Vogels, 1999, Categorization of complex visual images by rhesus monkeys. Part 2, Eur. J. Neurosci., 11, 1239, 10.1046/j.1460-9568.1999.00531.x Freedman, 2003, A comparison of primate prefrontal and inferior temporal cortices during visual categorization, J. Neurosci., 23, 5235, 10.1523/JNEUROSCI.23-12-05235.2003 Kriegeskorte, 2008, Matching categorical object representations in inferior temporal cortex of man and monkey, Neuron, 60, 1126, 10.1016/j.neuron.2008.10.043 Shadlen, 1996, Motion perception, Proc. Natl. Acad. Sci. U. S. A., 93, 628, 10.1073/pnas.93.2.628 Shadlen, 2001, Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey, J. Neurophysiol., 86, 1916, 10.1152/jn.2001.86.4.1916 Freedman, 2001, Categorical representation of visual stimuli in the primate prefrontal cortex, Science, 291, 312, 10.1126/science.291.5502.312 Freedman, 2002, Visual categorization and the primate prefrontal cortex, J. Neurophysiol., 88, 929, 10.1152/jn.2002.88.2.929 Minami, 2005, Roles of the prefrontal neurons in delayed matching-to-category task, Neurocomputing (Spec. Iss.), 65–66, 609, 10.1016/j.neucom.2004.10.109 Diester, 2007, Semantic associations between signs and numerical categories in the prefrontal cortex, PLoS Biol., 5, 2684, 10.1371/journal.pbio.0050294 Wang, 2002, Probabilistic decision making by slow reverberation in cortical circuits, Neuron, 36, 955, 10.1016/S0896-6273(02)01092-9 Wong, 2006, A recurrent network mechanism of time integration in perceptual decisions, J. Neurosci., 26, 1314, 10.1523/JNEUROSCI.3733-05.2006 Furman, 2008, Similarity effect and optimal control of multiple choice decision making, Neuron, 60, 1153, 10.1016/j.neuron.2008.12.003 You, 2013, Dynamics of multiple-choice decision making, Neural Comput., 25, 2108, 10.1162/NECO_a_00473 Miller, 2006, Inhibitory control by an integral feedback signal in prefrontal cortex: a model of discrimination between sequential stimuli, Proc. Natl. Acad. Sci. U. S. A., 103, 201, 10.1073/pnas.0508072103 C.K. Machens, R. Romo, C.D. Brody, Flexible control of mutual inhibition: a neural model of two-interval discrimination, Science 34 (February) (2005) 1121–1124. http://dx.doi.org/10.1126/science.1104171 (URL 〈http://science.sciencemag.org/content/307/5712/1121〉). Barak, 2013, From fixed points to chaos, Prog. Neurobiol., 103, 214, 10.1016/j.pneurobio.2013.02.002 Engel, 2011, Same or different? A neural circuit mechanism of similarity-based pattern match decision making, J. Neurosci., 31, 6982, 10.1523/JNEUROSCI.6150-10.2011 Mysore, 2012, Reciprocal inhibition of inhibition, Neuron, 73, 193, 10.1016/j.neuron.2011.10.037 Xiao, 2008, Complete transfer of perceptual learning across retinal locations enabled by double training, Curr. Biol., 18, 1922, 10.1016/j.cub.2008.10.030 Britten, 1993, Responses of neurons in macaque MT to stochastic motion signals, Vis. Neurosci., 10, 1157, 10.1017/S0952523800010269 Britten, 1996, A relationship between behavioral choice and the visual responses of neurons in macaque MT, Vis. Neurosci., 13, 87, 10.1017/S095252380000715X Stemmann, 2005, Encoding of dynamic visual stimuli by primate area MT neurons, Neurocomputing (Spec. Iss.), 65–66, 135, 10.1016/j.neucom.2004.10.066 Chessa, 2016, A systematic analysis of a V1-MT neural model for motion estimation, Neurocomputing, 173, 1811, 10.1016/j.neucom.2015.08.091 Shichinohe, 2009, Memory and decision making in the frontal cortex during visual motion processing for smooth pursuit eye movements, Neuron, 62, 717, 10.1016/j.neuron.2009.05.010 Fukushima, 2013, Cognitive processes involved in smooth pursuit eye movements, Front. Syst. Neurosci., 7, 4 Leon, 1998, Exploring the neurophysiology of decisions, Neuron, 21, 669, 10.1016/S0896-6273(00)80584-X Gold, 2000, Representation of a perceptual decision in developing oculomotor commands, Nature, 404, 390, 10.1038/35006062 Roitman, 2002, Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task, J. Neurosci., 22, 9475, 10.1523/JNEUROSCI.22-21-09475.2002 Huk, 2005, Neural activity in macaque parietal cortex reflects temporal integration of visual motion signals during perceptual decision making, J. Neurosci., 25, 10420, 10.1523/JNEUROSCI.4684-04.2005 Gold, 2007, The neural basis of decision making, Ann. Rev. Neurosci., 30, 535, 10.1146/annurev.neuro.29.051605.113038 Compte, 2000, Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model, Cereb. Cortex, 10, 910, 10.1093/cercor/10.9.910 Ninomiya, 2012, Segregated pathways carrying frontally derived top-down signals to visual areas MT and V4 in macaques, J. Neurosci., 32, 6851, 10.1523/JNEUROSCI.6295-11.2012 H. Tuckwell, Introduction to theoretical neurobiology, in: Linear Cable Theory and Dendritic Structure and Stochastic Theories, vol. 1, Cambridge University Press, Cambridge, 1988, pp. 85–123 (Chapter 3, URL〈http://ebooks.cambridge.org/chapter.jsf?bid=CBO9780511623271&cid=CBO9780511623271A034&tabName=Chapter〉). Jahr, 1990, Voltage dependence of NMDA-activated macroscopic conductances predicted by single-channel kinetics, J. Neurosci., 10, 3178, 10.1523/JNEUROSCI.10-09-03178.1990 Amit, 1997, Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex, Cereb. Cortex, 7, 237, 10.1093/cercor/7.3.237 Wang, 1999, Synaptic basis of cortical persistent activity, J. Neurosci., 19, 9587, 10.1523/JNEUROSCI.19-21-09587.1999 Brunel, 2001, Effects of neuromodulation in a cortical network model of object working memory dominated by recurrent inhibition, J. Comput. Neurosci., 11, 63, 10.1023/A:1011204814320 Wang, 2001, Synaptic reverberations underlying mnemonic persistent activity, Trends Neurosci., 24, 455, 10.1016/S0166-2236(00)01868-3 Kiani, 2008, Bounded integration in parietal cortex underlies decisions even when viewing duration is dictated by the environment, J. Neurosci., 28, 3017, 10.1523/JNEUROSCI.4761-07.2008 Watamaniuk, 1989, Direction perception in complex dynamic displays, Vis. Res., 29, 47, 10.1016/0042-6989(89)90173-9 Watamaniuk, 1992, Temporal and spatial integration in dynamic random-dot stimuli, Vis. Res., 32, 2341, 10.1016/0042-6989(92)90097-3 Watamaniuk, 1993, Ideal observer for discrimination of the global direction of dynamic random-dot stimuli, J. Opt. Soc. Am. A, 10, 16, 10.1364/JOSAA.10.000016 Gaillard, 2005, Modelling a visual discrimination task, Neurocomputing (Spec. Iss.), 65–66, 203, 10.1016/j.neucom.2004.10.008 W.E. Skaggs, J.J. Knierim, H.S. Kudrimoti, B.L. McNaughton, A model of the neural basis of the rat's sense of direction, in: Advances in Neural Information Processing Systems, vol. 7, 1995, pp. 173–180 (URL 〈http://www.ncbi.nlm.nih.gov/pubmed/11539168〉). Zhang, 1996, Representation of spatial orientation by the intrinsic dynamics of the head-direction cell ensemble, J. Neurosci., 16, 2112, 10.1523/JNEUROSCI.16-06-02112.1996 Goodridge, 2000, Modeling attractor deformation in the rodent head-direction system, J. Neurophysiol., 83, 3402, 10.1152/jn.2000.83.6.3402 Stringer, 2002, Self-organizing continuous attractor networks and path integration, Network, 13, 217, 10.1080/net.13.2.217.242 Song,Angular, 2005, path integration by moving “hill of activity”, J. Neurosci., 25, 1002 Gros, 1998, Anisotropies in visual motion perception, J. Opt. Soc. Am. A, 15, 2003, 10.1364/JOSAA.15.002003