A bifurcation of a synchronous oscillations into a torus in a system of two mutually inhibitory aVLSI neurons: experimental observation

Abstract We studied a system of two ‘identical’ oscillatory aVLSI neurons with mutually inhibitory connections. The system demonstrates different oscillatory behaviors depending on the strength of the inhibitory connections: anti-phasic, synchronous, phase-shifted, and quasiperiodic oscillations. We experimentally observed a bifurcation of synchronous oscillations into quasiperiodic oscillations with two independent frequencies. This bifurcation was confirmed by the analysis of the phase between neuronal outputs, the cross-correlation function, the amplitude spectrum, and the correlation dimension. The observation of this bifurcation in a physical system suggests that this scenario might also occur in living half-center oscillators, such as those found in central pattern generators.

[1]  E. Marder,et al.  Principles of rhythmic motor pattern generation. , 1996, Physiological reviews.

[2]  Eugene M. Izhikevich,et al.  Weakly Connected Quasi-periodic Oscillators, FM Interactions, and Multiplexing in the Brain , 1999, SIAM J. Appl. Math..

[3]  R. Harris-Warrick,et al.  Strychnine eliminates alternating motor output during fictive locomotion in the lamprey , 1984, Brain Research.

[4]  P. Grassberger,et al.  Characterization of Strange Attractors , 1983 .

[5]  Xiao-Jing Wang,et al.  Alternating and Synchronous Rhythms in Reciprocally Inhibitory Model Neurons , 1992, Neural Computation.

[6]  Avis H. Cohen,et al.  Modeling Alternation to Synchrony with Inhibitory Coupling: A Neuromorphic VLSI Approach , 2000, Neural Computation.

[7]  Vladimir E. Bondarenko,et al.  Control and `anticontrol' of chaos in an analog neural network with time delay , 2002 .

[8]  E. Marder Motor pattern generation , 2000, Current Opinion in Neurobiology.

[9]  Stephen P. DeWeerth,et al.  Bifurcation Analysis of a Silicon Neuron , 1999, NIPS.

[10]  Chi-Sang Poon,et al.  Entrainment, Instability, Quasi-periodicity, and Chaos in a Compound Neural Oscillator , 1998, Journal of Computational Neuroscience.

[11]  Walter Senn,et al.  Pattern Generation by Two Coupled Time-Discrete Neural Networks with Synaptic Depression , 1998, Neural Computation.

[12]  R M Borisyuk,et al.  Dynamics and bifurcations of two coupled neural oscillators with different connection types , 1995, Bulletin of mathematical biology.

[13]  Eve Marder,et al.  Frequency and burst duration in oscillating neurons and two-cell networks , 1993, Biological Cybernetics.

[14]  Christopher G. Wilson,et al.  Periodicity, mixed-mode oscillations, and quasiperiodicity in a rhythm-generating neural network. , 2002, Biophysical journal.

[15]  J. C. Smith,et al.  Models of respiratory rhythm generation in the pre-Bötzinger complex. II. Populations Of coupled pacemaker neurons. , 1999, Journal of neurophysiology.