Projects
Electronic Depth Control Neural Probes with On-Shaft Signal Conditioning and Smart Adaptive Reconfiguration Capabilities (EDC++)
Project description
The EDC++ project aims to push the limits of CMOS-integrated smart penetrating neural probes building on state-of-the-art CMOS-integrated electronic depth control (EDC) probes developed by IMTEK. These intracortical probes will autonomously adapt to evolving activity patterns while maintaining an uninterrupted, rich flow of information from the brain. Within this one-year exploratory project we will elaborate the conceptual basis as well as selected hardware for probes satisfying these requirements. We will address three interrelated areas of research:
(1) Switching architecture enhanced by local memory cells enabling the uninterrupted recording from stable portions of the recording configuration combined with an efficient reconfiguring process;
(2) On-shaft low-noise circuitry for signal pre-amplification and pre-filtering multiplexed to the selected recording sites;
(3) Reinforcement learning to deal with probe and activity pattern shifts in the brain.
Start/End of project
01.03.2013 until 28.02.2014
Project manager
Paul O
Contact person
Paul O
Phone:7191
Email:paul@imtek.de
Partners
Prof. Bernd Becker, Institut für Informatik, Universität Freiburg
Prof. Wolfram Burgard, Institut für Informatik, Universität Freiburg
Prof. Yannis Manoli, IMTEK, Universität Freiburg
Keywords
Intrakortikale Sonden, CMOS-Technologie, elektronische Tiefenkontrolle, Elektrophysiologie, rauscharme Schaltungen, Maschinenlernen