Michalis Papakostas (@MikeMpapa)
  • Stars
    star
    135
  • Global Rank 165,638 (Top 6 %)
  • Followers 40
  • Following 25
  • Registered over 9 years ago
  • Most used languages
    Python
    83.3 %
    MATLAB
    16.7 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 36,473
  • Country Ranking
    MATLAB
    2,496
    Python
    7,885

Top repositories

1

CNNs-Speech-Music-Discrimination

A deep learning framework for Speech-Music discrimination of continuous audio streams
Python
68
star
2

CNNs-Audio-Emotion-Recognition

Python
16
star
3

CogBeacon-MultiModal_Dataset_for_Cognitive_Fatigue

CogBeacon is a multi-modal dataset designed to target the effects of cognitive fatigue in human performance. The dataset consists of 76 sessions collected from 19 male and female users performing different versions of the Wisconsin Card Sorting Test (WCST); a popular cognitive test in experimental and clinical psychology designed to assess cognitive flexibility, reasoning and specific aspects of cognitive functioning. During each session we record and fully annotate, user's EEG functionality, facial keypoints, real-time self-reports on cognitive fatigue, as well as detailed information of the performance metrics achieved during the cognitive task (success rate, response time, number of errors etc.). Along with the dataset we provide a baseline Machine Learning analysis towards predicting cognitive fatigue and our multi-modal implementation of the WCST, to allow other researches expand or modify the functionalities of the CogBeacon data-collection framework. To our knowledge, this is the first multi-modal dataset specifically designed to assess cognitive fatigue.
13
star
4

MLEmg_Monitoring_Physical_Fatigue

EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring
Python
11
star
5

Sequence-Learning-Cognive-Task-EEG-Performance-Prediction

A machine learning approach to process EEG signals from the sequence task provided by https://github.com/TsiakasK/sequence-learning.git
Python
7
star
6

Motion-Tracker

A motion tracking tool of multiple objects (up to 7) implemented in matlab
MATLAB
5
star
7

MUSE-EEG-DeepLearning

Python
4
star
8

CogBeacon-WCST_interface

Python
4
star
9

sklearn_wrapper

A wrapper to simplify the ussage of sklearn for massive experimentation with different modeling methods
Python
3
star
10

EEG-Dataset--Sequence-Learning

EEG Dataset for the paper: Towards Predicting Task Performance from EEG Signals
2
star
11

VideoAnnotator

A simple and easy to modify video annotation tool in Matlab
MATLAB
2
star
12

Kivy-cross-platform-Gui-Application

This is a GUI designed for the specific needs of the https://www.nsf.gov/awardsearch/showAward?AWD_ID=1565328&HistoricalAwards=false project
Python
1
star
13

wisconsin

Python
1
star
14

VideoHandlerClass

A module to handle videos
Python
1
star