Coherent Assembly Dynamics in the Cortex: Multi-Neuron Recordings, Network Simulations and Anatomical Considerations

The anatomical structure of the neo-cortex and, particularly, its massive connectivity strongly suggest that the functional organization of this part of the brain is based upon interactions within and among groups of cells (Braitenberg and Schuz, 1991). This observation has prompted neurobiologists as early as Sherrington (1941) and Hebb (1949) (see also James, 1890) to speculate that cortical neurons do not act in isolation, but rather that they organize into cell assemblies for various computational tasks (see Gerstein et al., 1989, for a review of different definitions of the concept of cell assembly). One operational definition for the cell assembly has been particularly influential: near-simultaneity or some other specific timing relation in the firing of the participating neurons. As, for instance, elaborated in the concept of the ‘synfire chain’ (Abeles, 1982, 1991), the synaptic influence of multiple neurons converging onto others in the cortical network is much stronger if they fire in (near-) coincidence. Thus, temporal coherence or synchronous firing, postulated as a mechanism for perceptual integration (Hebb, 1949), would in fact be directly available to the brain as a potential neural code (Perkel and Bullock, 1968; Gerstein and Michalski, 1981; Johannesma et al., 1986).

[1]  Robert Miller AN INTERPRETATION, BASED ON CELL ASSEMBLY THEORY, OF THE PSYCHOLOGICAL IMPAIRMENTS FOLLOWING LESIONS OF THE HIPPOCAMPUS AND RELATED STRUCTURES , 1994 .

[2]  A. Aertsen,et al.  Representation of cooperative firing activity among simultaneously recorded neurons. , 1985, Journal of neurophysiology.

[3]  Günther Palm,et al.  Associative Networks and Cell Assemblies , 1986 .

[4]  E Ahissar,et al.  Neural interactions in the frontal cortex of a behaving monkey: signs of dependence on stimulus context and behavioral state. , 1991, Journal fur Hirnforschung.

[5]  A. Aertsen,et al.  Dynamic Aspects of Neuronal Cooperativity: Fast Stimulus-Locked Modulations of Effective Connectivity , 1991 .

[6]  K. Albus,et al.  Structural and Functional Organization of the Neocortex , 1994 .

[7]  A. Aertsen,et al.  Evaluation of neuronal connectivity: Sensitivity of cross-correlation , 1985, Brain Research.

[8]  Ad Aertsen,et al.  Coding and Computation in the Cortex: Single-Neuron Activity and Cooperative Phenomena , 1992 .

[9]  F. Attneave,et al.  The Organization of Behavior: A Neuropsychological Theory , 1949 .

[10]  Gèunther Palm,et al.  Neural Assemblies: An Alternative Approach to Artificial Intelligence , 1982 .

[11]  Sándor Damjanovich,et al.  Neural communication and control , 1981 .

[12]  C. von der Malsburg,et al.  Am I Thinking Assemblies , 1986 .

[13]  M. Soha,et al.  A distributed approach to lan monitoring using intelligent high performance monitors , 1987, IEEE Network.

[14]  J. Krüger A 12-fold microelectrode for recording from vertically aligned cortical neurones , 1982, Journal of Neuroscience Methods.

[15]  Hans-Christoph Nothdurft,et al.  Constraints to a random plan of cortical connectivity , 1994 .

[16]  Michael Erb,et al.  Dynamics of Activity in Biology-Oriented Neural Network Models: Stability at Low Firing Rates , 1992 .

[17]  S. Strogatz,et al.  Synchronization of pulse-coupled biological oscillators , 1990 .

[18]  Geoffrey E. Hinton,et al.  Parallel Models of Associative Memory , 1989 .

[19]  G. P. Moore,et al.  Neuronal spike trains and stochastic point processes. I. The single spike train. , 1967, Biophysical journal.

[20]  Roland Heim,et al.  Theoretical Approaches to Complex Systems , 1978 .

[21]  D. Pandya,et al.  Architecture and Connections of Cortical Association Areas , 1985 .

[22]  D. O. Hebb,et al.  The organization of behavior , 1988 .

[23]  T. Powell,et al.  The basic uniformity in structure of the neocortex. , 1980, Brain : a journal of neurology.

[24]  Andrzej Michalski,et al.  FIRING SYNCHRONY IN A NEURAL GROUP: PUTATIVE SENSORY CODE , 1981 .

[25]  M. Abeles Local Cortical Circuits: An Electrophysiological Study , 1982 .

[26]  G. Palm,et al.  Density of neurons and synapses in the cerebral cortex of the mouse , 1989, The Journal of comparative neurology.

[27]  Braitenberg,et al.  Cortical architectonics: General and areal , 1978 .

[28]  T. Wiesel,et al.  Columnar specificity of intrinsic horizontal and corticocortical connections in cat visual cortex , 1989, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[29]  D. Perkel,et al.  Cooperative firing activity in simultaneously recorded populations of neurons: detection and measurement , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[30]  H Preißl,et al.  Dynamics of activity and connectivity in physiological neuronal networks , 1991 .

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

[32]  E. Vaadia,et al.  Firing patterns of single units in the prefrontal cortex and neural network models , 1990 .

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

[34]  M K Habib,et al.  Dynamics of neuronal firing correlation: modulation of "effective connectivity". , 1989, Journal of neurophysiology.

[35]  G. P. Moore,et al.  Statistical analysis and functional interpretation of neuronal spike data. , 1966, Annual review of physiology.

[36]  G. Hartmann,et al.  Parallel Processing in Neural Systems and Computers , 1990 .

[37]  Ad Aertsen,et al.  Dynamics of Activity in Neuronal Networks Give Rise to Fast Modulations of Functional Connectivity , 1990 .

[38]  R. Malach,et al.  Cortical hierarchy reflected in the organization of intrinsic connections in macaque monkey visual cortex , 1993, The Journal of comparative neurology.

[39]  E. Ahissar,et al.  Correlated Activity of Neurons: A Neural Code for Higher Brain Functions? , 1991 .

[40]  C. Sherrington Man On His Nature , 1940 .

[41]  M. Brazier,et al.  Architectonics of the cerebral cortex , 1978 .

[42]  Ad Aertsen,et al.  From Synchrony to Harmony: Ideas on the Function of Neural Assemblies and on the Interpretation of Neural Synchrony , 1986 .

[43]  M. Colonnier,et al.  Number of neurons in individual laminae of areas 3B, 4γ, and 6aα of the cat cerebral cortex: A comparison with major visual areas , 1989 .

[44]  T. Wiesel,et al.  Clustered intrinsic connections in cat visual cortex , 1983, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[45]  A. Grinvald,et al.  Relationship between intrinsic connections and functional architecture revealed by optical imaging and in vivo targeted biocytin injections in primate striate cortex. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[46]  A. Aertsen,et al.  Neuronal assemblies , 1989, IEEE Transactions on Biomedical Engineering.

[47]  G. P. Moore,et al.  Neuronal spike trains and stochastic point processes. II. Simultaneous spike trains. , 1967, Biophysical journal.

[48]  G L Gerstein,et al.  Favored patterns in spike trains. I. Detection. , 1983, Journal of neurophysiology.

[49]  A Aertsen,et al.  Coherent activity in neuronal populations: analysis and interpretation , 1987 .

[50]  Ad Aertsen,et al.  Dynamics of functional coupling in the cerebral cortex , 1994 .

[51]  E G Jones,et al.  Long-range focal collateralization of axons arising from corticocortical cells in monkey sensory-motor cortex , 1986, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[52]  G L Gerstein,et al.  Detecting spatiotemporal firing patterns among simultaneously recorded single neurons. , 1988, Journal of neurophysiology.

[53]  Prof. Dr. Valentino Braitenberg,et al.  Anatomy of the Cortex , 1991, Studies of Brain Function.

[54]  A. Aertsen Brain theory : spatio-temporal aspects of brain function , 1993 .

[55]  G L Gerstein,et al.  Favored patterns in spike trains. II. Application. , 1983, Journal of neurophysiology.

[56]  Professor Moshe Abeles,et al.  Local Cortical Circuits , 1982, Studies of Brain Function.

[57]  P. König,et al.  Alternating oscillatory and stochastic states in a network of spiking neurons , 1993 .

[58]  G Palm,et al.  Brain Theory , 1986, Springer Berlin Heidelberg.

[59]  G. Percheron,et al.  The Basal Ganglia IV , 1994, Advances in Behavioral Biology.

[60]  J Bullier,et al.  Branching and laminar origin of projections between visual cortical areas in the cat , 1984, The Journal of comparative neurology.

[61]  Israel Nelken,et al.  A Probabilistic Approach to the Analysis of Propagation Delays in Large Cortical Axonal Trees , 1992 .

[62]  A. Aertsen,et al.  Response synchronization in the visual cortex , 1993, Current Opinion in Neurobiology.

[63]  John H. R. Maunsell,et al.  The projections from striate cortex (V1) to areas V2 and V3 in the macaque monkey: Asymmetries, areal boundaries, and patchy connections , 1986, The Journal of comparative neurology.

[64]  K. Martin Neuronal Circuits in Cat Striate Cortex , 1984 .