About me
My project: Neuromorphic Embedded Processing for Touch READ MORE
Research Topics: Neuromorphic Circuit, Spiking Neural Network
Institution: Bielefeld University
Background:
- BCs in Electronic engineering (Politecnico di Milano, 2013-2016)
- MCs in Electronic engineering (Politecnico di Milano, 2016-2019)
Nationality: Italian
Research Interest
The comparison between different approaches, followed by humans and by nature in problem solving, always charmed me. I have always wanted to merge these two worlds in order to create new structures. I, therefore, decided to pursue my idea in the neuromorphic engineering area.
Neutouch for me
Neutouch collects together different ingredients for a potential great recipe: lot of students with different expertise, distributed across Europe and willing to collaborate in a shared project.
Publications
ESR15 - Neuromorphic Embedded Processing for Touch
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Overview
Objectives
Identification of neural network architectures for reproducing biological receptive field responses and implementation in neuromorphic hardware. Design, simulation, fabrication and characterization of neuromorphic circuits for spike-based computation of tactile sensory data. Evaluation of network performances with methods used in computational neuroscience to infer the information content about the stimulus (see Research Theme 6). Integration with sensors developed in Research Themes 13 and 14.
EXPECTED RESULTS
ESR15 will design and develop novel neuromorphic circuits and systems for emulating biological tactile sensing. To this end the modeling work performed in WP1 will be adapted to the analog VLSI implementation; furthermore, suitable interfaces to the sensors developed in WP3 will be designed. The final embedded system, targeted at reproducing biological RF responses, will substantially advance the state-of-the-art.
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Secondments
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Supervisors
- E. Chicca,
- R. Dahiya,
- S. Panzeri,
- Á. Alexandersson
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Tags
ART PRO ROB TECH