Stefan Martignoli

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The mammalian auditory system extracts from the arriving soundwaves rich portraits of the auditory environment. To a large extent, this ability is the consequence of the nonlinear signal processing in the cochlea, where the local amplification profiles have been shown to originate from systems close to Hopf bifurcations. Starting from biophysical principles, we have developed and implemented an analog electronic Hopf-cochlea displaying mammalian hearing characteristics (patented). Using this novel sensor, we aim at implementing in this project an autonomous hearing system, supported by an auditory cortico-cochlear feedback loop. In particular, we investigate the role of cochlear processing in assisting a listener to discriminate between different auditory objects in a cocktail-party environment and how much this task can be improved by an efferent tuning of the Hopf-amplifiers.
As a long-term goal, the sensor will be used as a next-generation cochlea implant. In this context, a hardware-bioware interfacing project was recently set up together with specialists in this field.
The Hopf-approach is further used to study how hearing impairment could be mended, to study and model human perception of complex sounds, and to better understand the hearing systems of insects. Finally, the Hopf-cochlea will be embedded within a general theory of Hopf-sensors.

Publications

2011

  • Kern, A and Martignoli, S and Mathis, W and Steeb, W H and Stoop, R L and Stoop, R Analysis of the “Sonar Hopf” Cochlea, Sensors, 11:(6) 5808-5818, 2011
  • Martignoli, S. and Stoop, R. Transduction of Cochlear Oscillations into Spikes in a Mesoscopic Nonlinear Model of the Peripheral Hearing System, Proceedings of the 2011 International Symposium on Nonlinear Theory and its Applications (NOLTA) 354-357, 2011

2010

  • Martignoli, S and Stoop, R Local cochlear correlations of perceived pitch, Physical Review Letters, 105:(4) 048101-4pp, 2010

2009

  • Martignoli, S. and Stoop, R. Cochlear Hopf-Nonlinearities and Pitch Perception, Proceedings of the 17th International Workshop on Nonlinear Dynamics of Electronic Systems NDES 2009, Rapperswil., 2009

2008

  • Martignoli, S. and Stoop, R. Phase-locking and Arnold coding in prototypical network topologies, Discrete and Continuous Dynamical Systems B, 9:(1) 145-162, 2008
  • Martignoli, S. and Stoop, R. Synchronization of Model Neurons to AM Auditory Stimuli, Proceedings of the International Symposium on Nonlinear Theory and its Applications NOLTA 2008, in press:, 2008

2007

  • Martignoli, S. and Uwate, Y. and Stoop, R. The course of the SNR along the cochlear cascade of electronic Hopf amplifiers, Proc. of 15th International Workshop on Nonlinear Dynamics of Electronic Systems NDES 2007, Tokushima, Japan , 2007
  • Martignoli, S. and v. d. Vyver, J.-J. and Kern, A. and Uwate, Y. and Stoop, R. Analog electronic cochlea with mammalian hearing characterics, Applied Physics Letters, 91:(064108), 2007
  • Stoop, R and Jasa, T and Uwate, Y and Martignoli, S From Hearing to Listening: Design and Properties of an Actively Tunable Electronic Hearing Sensor, Sensors( 7) 3287-3298, 2007
  • Stoop, R. and Jasa, T. and Uwate, Y. and Martignoli, S. From Hearing to Listening: Design and Properties of an Actively Tunable Electronic Hearing Sensor, Sensors, 7: 3287-3298, 2007
  • Uwate, Y and Martignoli, S and Nishio, Y and Stoop, R Emergence of Intricate Dynamical Response by Supercritical Parametrically Driven or Ringwise Coupled Subcritical Hopf Oscillators, Proceedings of IEEE International Workshop on Nonlinear Dynamics of Electronic Systems (NDES'07), 2007

2006

  • Martignoli, St. and Kern, A. and Stoop, R. Response of the Hopf cochlea to complex input sounds, Proc. Int. IEEE Symposium on Nonlinear Theory and its Applications NOLTA 2006 500102, 2006
  • Stoop, R. and Martignoli, St. and Wagner, C. Optimization at work in the cortex: Limit cycle computation, minimization of the Total wiring length, and architectural computational classes, Proc. Int. IEEE Symposium on Nonlinear Theory and its Applications NOLTA 2006 500106, 2006

2005

  • Stoop, R. and Martignoli, S. Information coding, processing and transport by means of phase-coupled neurons, Proc. IEEE Conf. on Nonlinear Theory and its Applications NOLTA 2005 541-544, 2005
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