Group B3

Neuromorphic smart sensing system for sound perception

In B3 a smart sensor system for auditory signals will be developed, providing pre-processing of information at the sensor level and adaptation to the actual hearing environment. The desired nonlinear dynamics of the MEMS sensors arising from internal coupling and nonlinear feedback mechanisms will be tuned by a suitably designed controller to achieve dynamical manipulation. We intend to use local learning rules and mechanical memory to adapt the global system dynamics for optimal sens­ing parameters and will consider adaptive and learning-based (nonlinear) control concepts. Implementation will include memristive coupling (from project C1) and nonlinear MEMS cantilevers (from project C7).

B3

Project Management
Prof. Dr. Thomas MeurerDr. Claudia Lenk
Doctoral Researchers
Folke RolfKalpan K. Ved

News

Next CRC-colloquium (hybrid!) on Feb. 12, 2024: Petro Feketa (Victoria University of Wellington, NZ)

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Science News: Towards energy-efficient brain-like computers

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Merry Christmas, happy holidays and all the best for 2024 to all members and friends of the CRC 1461! (Kopie)

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