Karla Burelo
Position:
PhD Student --
ended Mar 2022
Email:
kburel@ini.uzh.ch
Work phone:
After completing my bachelor's in Chemical Engineering at the National Autonomous University of Mexico (UNAM), I decided to pursue a Master's Degree in a field I had always been passionate about, Neuroscience.
I came to Zurich to do the INI master program 'Neural Systems and Computation', where I could expand my knowledge in neurobiology, theoretical neuroscience, and neuromorphic engineering.
I am currently working on designing Spiking Neural Networks that can be implemented in sub-threshold VLSI circuits for biomedical signal processing.
I am interested in the design, simulation, and validation of SNNs to better understand how biological systems process any kind of input and be able to offer a low power, real-time and online solution for clinical and commercial applications.
Supervisor
Giacomo Indiveri
Publications
2022
Karla Burelo, Georgia Ramantani, Giacomo Indiveri and Johannes Sarnthein
A Neuromorphic Spiking Neural Network Detects Epileptic High Frequency Oscillations in the Scalp EEG.
,
Scientific Reports
, 12:(1798), 2022
pdf
2021
Burelo, Karla and Ramantani, Georgia and Indiveri, Giacomo and Sarnthein, Johannes
A Neuromorphic Spiking Neural Network Detects Epileptic High Frequency Oscillations in the Scalp EEG
, 2021
Karla Burelo, Mohammadali Sharifshazileh, Niklaus Krayenbühl, Georgia Ramantani, Giacomo Indiveri, Johannes Sarnthein
A spiking neural network (SNN) for detecting high frequency oscillations (HFOs) in the intraoperative ECoG
,
Scientific Reports
, 11:(1) 1-10, 2021
Mohammadali Sharifshazileh*, Karla Burelo*, Johannes Sarnthein, Giacomo Indiveri
An electronic neuromorphic system for real-time detection of high frequency oscillations (HFO) in intracranial EEG
,
Nature Communications
, 12:(1) 1-14, 2021
2019
Mohammadali Sharifshazileh,Karla Burelo, Tommaso Fedele, Johannes Sarnthein and Giacomo Indiveri
A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG
, 2019
Mohammadali Sharifshazileh, Karla Burelo, Tommaso Fedele, Johannes Sarnthein, Giacomo Indiveri
A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG
,
IEEE International Conference on Electronics Circuits and Systems
, 2019
pdf
2018
Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Thomas Dalgaty, and Elisa Vianello, Giacomo Indiveri
Processing EMG signals using reservoir computing on an event-based neuromorphic system
,
IEEE Biomedical Circuits and Systems Conference(BioCAS)
, 2018
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