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Swiss Data Science Center/EPFL
- Lausanne
- https://www.linkedin.com/in/gino-del-ferraro
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Signal Processing analysis of sender-receiver causal brain networks and modulator sites reveals the mechanism behing brain communication and neuromodulation.
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Python and Matlab code for the pre-processing and signal processing of Neuropixel LFP signal and single cell analysis. Goal: study the effect of Ketamine in the HPC and PFC
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GML2023 Public
Forked from xbresson/GML2023Graph Machine Learning course, Xavier Bresson, 2023
Jupyter Notebook MIT License UpdatedFeb 16, 2024 -
Brain dynamic analysis of how sensory information is encoded into the brain to perform a navigation task in a virtual environment for non-human primates
MATLAB UpdatedJul 25, 2023 -
AI-for-Trading Public
Forked from scumabo/AI-for-TradingUdacity nanodegree: AI for Trading
HTML Apache License 2.0 UpdatedJul 6, 2023 -
Static Belief Propagation - Message Passing algorithms for the computation of the magnetization and correlation, at any temperature, in both the spin-glass and ferromagnetic Ising model
dynamical-systems spin-dynamics message-passing belief-propagation dynamical-mean-field-theory neural-dynamicsC UpdatedMay 10, 2023 -
deep-learning-v2-pytorch Public
Forked from udacity/deep-learning-v2-pytorchProjects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Jupyter Notebook MIT License UpdatedApr 9, 2023 -
artificial-intelligence-for-trading Public
Forked from udacity/artificial-intelligence-for-tradingContent for Udacity's AI in Trading NanoDegree.
Jupyter Notebook UpdatedApr 9, 2023 -
Movement classification using Deep Learning on micro-EcoG monkeys' neural data. All the codes are easily extendable to sleep classification for the sleep data.
machine-learning deep-learning signal-processing transformers lstm rnn convolutional-neural-networksJupyter Notebook UpdatedFeb 14, 2023 -
LFP_firefly Public
Forked from eavilao/LFP_fireflyLFP analyses for the FF task.
MATLAB UpdatedAug 22, 2022 -
pydata-book Public
Forked from wesm/pydata-bookMaterials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Jupyter Notebook Other UpdatedJul 6, 2022 -
Spin dynamics with Dynamic Message Passing algorithm, Monte Carlo Glauber dynamics, to compute the out-of-equilibrium magnetization and correlation of spin systems on networks
C UpdatedMay 21, 2022 -
Network of Networks construction via percolation procedure
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Codes to identify the nodes with the largest collective influence for both directed and undirected graphs
C UpdatedMay 20, 2022 -
Construction of functional network from fMRI tasked-based data
reverse-engineering network-inference correlation-matrix correlation-analysis fmri-preprocessing fmri-data-analysisMATLAB UpdatedApr 25, 2022 -
Application of deep learning tools to identify modulators in brain networks
deep-learning signal-processing cnn convolutional-neural-networks spectral-analysis multilayer-perceptronJupyter Notebook UpdatedMar 23, 2022 -
nd1309-work-code Public
Forked from udacity/nd1309-work-codeInclude for each Part in the ND Program the applications code.
JavaScript UpdatedOct 25, 2021 -
pytorch-cnn-visualizations Public
Forked from utkuozbulak/pytorch-cnn-visualizationsPytorch implementation of convolutional neural network visualization techniques
Python MIT License UpdatedJul 5, 2021 -
Deeplearning.ai-Natural-Language-Processing-Specialization Public
Forked from ibrahimjelliti/Deeplearning.ai-Natural-Language-Processing-SpecializationThis repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearn…
Jupyter Notebook GNU General Public License v3.0 UpdatedJun 28, 2021 -
This are some notes written by me and borrowed from others on git/the web for a course on Machine Learning that I creating to teach. Content created by others will always be credited.
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speech-arrest-study Public
Functional brain network analysis of patients with brain tumor: prediction of speech impairment
Jupyter Notebook UpdatedNov 13, 2020 -
All the bash scripts for the brain fMRI pre-processing analysis of BOLD time series
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coursera-machine-learning-solutions-python Public
Forked from suraggupta/coursera-machine-learning-solutions-pythonA repository with solutions to the assignments on Andrew Ng's machine learning MOOC on Coursera
Jupyter Notebook UpdatedOct 27, 2020 -
Natural-Language-Processing-Specialization Public
Forked from amanjeetsahu/Natural-Language-Processing-SpecializationThis repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
Jupyter Notebook UpdatedSep 26, 2020 -
deep-learning Public
Forked from udacity/deep-learningRepo for the Deep Learning Nanodegree Foundations program.
Jupyter Notebook MIT License UpdatedMay 28, 2020 -
tutorials Public
Forked from pytorch/tutorialsPyTorch tutorials.
Jupyter Notebook BSD 3-Clause "New" or "Revised" License UpdatedMar 19, 2020 -
DS-GA-1003-SPRING-2020-PUBLIC Public
Forked from wstcliyu/DS-GA-1003-SPRING-2020-PUBLICMachine Learning (DS-GA 1003)
Jupyter Notebook GNU General Public License v3.0 UpdatedFeb 26, 2020 -
pytorch Public
Forked from pytorch/pytorchTensors and Dynamic neural networks in Python with strong GPU acceleration
C++ Other UpdatedFeb 10, 2020 -
dlaicourse Public
Forked from lmoroney/dlaicourseNotebooks for learning deep learning
Jupyter Notebook UpdatedDec 26, 2019