Stefan Martignoli
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41 44 635 30 62
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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