Who reads temporal information contained across synchronized and oscillatory spike trains?

Our inferences about brain mechanisms underlying perception rely on whether it is possible for the brain to ‘reconstruct’ a stimulus from the information contained in the spike trains from many neurons. How the brain actually accomplishes this reconstruction remains largely unknown. Oscillatory and synchronized activities in the brain of mammals have been correlated with distinct behavioural states or the execution of complex cognitive tasks and are proposed to participate in the ‘binding’ of individual features into more complex percepts,. But if synchronization is indeed relevant, what senses it? In insects, oscillatory synchronized activity in the early olfactory system seems to be necessary for fine odour discrimination and enables the encoding of information about a stimulus in spike times relative to the oscillatory ‘clock’. Here we study the decoding of these coherent oscillatory signals. We identify a population of neurons downstream from the odour-activated, synchronized neuronal assemblies. These downstream neurons show odour responses whose specificity is degraded when their inputs are desynchronized. This degradation of selectivity consists of the appearance of responses to new odours and a loss ofdiscrimination of spike trains evoked by different odours. Suchloss of information is never observed in the upstream neurons whose activity is desynchronized. These results indicate that information encoded in time across ensembles of neurons converges onto single neurons downstream in the pathway.

[1]  V. Mountcastle Modality and topographic properties of single neurons of cat's somatic sensory cortex. , 1957, Journal of neurophysiology.

[2]  P. Milner A model for visual shape recognition. , 1974, Psychological review.

[3]  J. S. Altman,et al.  A silver intensification method for cobalt-filled neurones in wholemount preparations , 1977, Brain Research.

[4]  J. T. Massey,et al.  Mental rotation of the neuronal population vector. , 1989, Science.

[5]  W. Singer,et al.  Stimulus-specific neuronal oscillations in orientation columns of cat visual cortex. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[6]  K. H. Britten,et al.  Neuronal correlates of a perceptual decision , 1989, Nature.

[7]  D. Sparks,et al.  Population coding of the direction, amplitude, and velocity of saccadic eye movements by neurons in the superior colliculus. , 1990, Cold Spring Harbor symposia on quantitative biology.

[8]  W. Singer Synchronization of cortical activity and its putative role in information processing and learning. , 1993, Annual review of physiology.

[9]  E. Vaadia,et al.  Spatiotemporal firing patterns in the frontal cortex of behaving monkeys. , 1993, Journal of neurophysiology.

[10]  L F Abbott,et al.  Decoding neuronal firing and modelling neural networks , 1994, Quarterly Reviews of Biophysics.

[11]  G. Laurent,et al.  Encoding of Olfactory Information with Oscillating Neural Assemblies , 1994, Science.

[12]  Christoph von der Malsburg,et al.  The Correlation Theory of Brain Function , 1994 .

[13]  G. Laurent,et al.  Odorant-induced oscillations in the mushroom bodies of the locust , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[14]  M. Nicolelis,et al.  Sensorimotor encoding by synchronous neural ensemble activity at multiple levels of the somatosensory system. , 1995, Science.

[15]  G. Laurent,et al.  GABAergic synapses in the antennal lobe and mushroom body of the locust olfactory system , 1996, The Journal of comparative neurology.

[16]  G. Laurent,et al.  Distinct Mechanisms for Synchronization and Temporal Patterning of Odor-Encoding Neural Assemblies , 1996, Science.

[17]  G. Laurent,et al.  Odour encoding by temporal sequences of firing in oscillating neural assemblies , 1996, Nature.

[18]  W. Singer,et al.  The Role of Neuronal Synchronization in Response Selection: A Biologically Plausible Theory of Structured Representations in the Visual Cortex , 1996, Journal of Cognitive Neuroscience.

[19]  G. Laurent,et al.  Temporal Representations of Odors in an Olfactory Network , 1996, The Journal of Neuroscience.

[20]  N. Strausfeld,et al.  Morphology and sensory modality of mushroom body extrinsic neurons in the brain of the cockroach, Periplaneta americana , 1997, The Journal of comparative neurology.

[21]  Jonathan D. Victor,et al.  Metric-space analysis of spike trains: theory, algorithms and application , 1998, q-bio/0309031.

[22]  G. Laurent,et al.  Impaired odour discrimination on desynchronization of odour-encoding neural assemblies , 1997, Nature.

[23]  W. Singer,et al.  Synchronization of oscillatory responses in visual cortex correlates with perception in interocular rivalry. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[24]  A. Aertsen,et al.  Spike synchronization and rate modulation differentially involved in motor cortical function. , 1997, Science.