
Riccardo Caramellino
I’m a researcher in cognitive neuroscience with a strong interest in brain-machine interfaces and neuromodulation, in particular regarding... | Fribourg, Fribourg, Switzerland
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Riccardo Caramellino’s Location Fribourg, Fribourg, Switzerland
Riccardo Caramellino’s Expertise I’m a researcher in cognitive neuroscience with a strong interest in brain-machine interfaces and neuromodulation, in particular regarding how machine learning techniques applied to the analysis of neural signals can help the development of neuroprosthetics. Currently I'm working with high density neuropixel probes and analysing neural responses using machine learning techniques and statistical methods. During my PhD I studied how the brain efficiently processes visual stimuli by allocating more computational resources to statistical features that are more informative about the content of a natural image (Caramellino et al. 2021, Elife). I have wide experience working with Long Evans rats both for behavioural studies and in-vivo electrophysiology, using multichannel electrodes to record extra-cellular brain signals both in awake and anaesthetized animals. I participated in the development of a Bayesian ideal-observer model applied to behavioral data that I then implemented in MATLAB code. I’m also highly competent in the statistical analysis of neurons responses and in the application of machine learning techniques to the decoding of these signals.
Riccardo Caramellino’s Current Industry Universite De Fribourg Universitat Freiburg
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Caramellino’s Prior Industry
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Universite De Fribourg Universitat Freiburg
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Work Experience

Universite De Fribourg Universitat Freiburg
Postdoctoral Researcher
Wed Mar 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
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Phd Student
Thu Nov 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun Jan 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)
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Post-Graduate Internship
Wed Nov 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Mon Oct 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time)