This Table provides an overview to the complete set of notebooks made available in this repository.
These are independent and can be selected independently and organized as most suits the purpose of the course.
| ID | Name | Chapter | Tags | Authors | Last update |
|---|---|---|---|---|---|
| A001 | Open Signals | A. Signal Acquisition | Open Signals, Biosignals, Physiological Signals Acquisition, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| A003 | OpenSignals for Annotations | A. Signal Acquisition | Open Signals, HDF5 Files, Annotations, | Tiago Rodrigues | 2021-01-17 |
| A004 | Arduino Essentials | A. Signal Acquisition | Arduino, Embedded Systems , Signals Acquisition, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| A005 | Continuous Body Temperature Measurement using an IR Senso | A. Signal Acquisition | Body Temperature, Thermometer, Kalman filter, IIR filters, | Rita Silva; Vicente Garção | 2021-01-17 |
| A006 | Arduino - Getting started | A. Signal Acquisition | Arduino, Embedded systems, | Prof. João Miguel Sanches; Prof. Hugo Plácido da Silva; Joana Pinto | 2021-01-17 |
| A007 | Basic active circuits with an OpAmp | A. Signal Acquisition | Operation Amplifier (OpAmp), Inverter and Non-inverter Configurations, | Prof. João Miguel Sanches; Prof. Hugo Plácido da Silva; Joana Pinto | 2021-01-17 |
| A008 | Frequency response | A. Signal Acquisition | Electronic components, Instrumentation, Passive Circuits, | Prof. João Miguel Sanches; Prof. Hugo Plácido da Silva; Joana Pinto | 2021-01-17 |
| A009 | Equipment of electronics laboratory and basic circuits | A. Signal Acquisition | Electronic components, Instrumentation, Passive Circuits, | Prof. João Miguel Sanches; Prof. Hugo Plácido da Silva; Joana Pinto | 2021-01-17 |
| A010 | Digital to Analog Converter - DAC | A. Signal Acquisition | Digital to Analog Converter (DAC), Digital Sign, | Prof. João Miguel Sanches; Prof. Hugo Plácido da Silva; Joana Pinto | 2021-01-17 |
| B001 | File Exploration | B. Graphical User Interface | Hierarchical Data Format (HDF), Data Loading, Metadata, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B002 | From Python to the World | B. Graphical User Interface | Web Sockets (WS), Data Reception, Data Transmission, Client-server architecture, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B003 | Interchanging Structured Data | B. Graphical User Interface | JavaScript Object Notation (JSON), Structure Data, Metadata, HTML, CSS, JS, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B004 | Into the World Wild Web | B. Graphical User Interface | HyperText Markup Language (HTML), Web Page Structuring, Metadata, HTML/CSS/JS, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B005 | Jazzing Up Your UIs | B. Graphical User Interface | Cascading Style Sheets (CSS), Web Page Formatting, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B006 | How to Tame Your Pages | B. Graphical User Interface | JavaScript (JS), Web Page Dynamic Interactions, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| B007 | ESP32 Firebase Connection | B. Graphical User Interface | Internet of Things, Microcontrollers, Google Firebase, | Rita Silva; Vicente Garção | 2021-01-17 |
| C001 | Analog Signals | C. Signal Processing | Analog-to-Digital Conversion (ADC), Digital-to-Analog Conversion (DAC), Elementary Feedback, Embedded Systems, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C002 | Data Transmission | C. Signal Processing | Digital Systems, Data Streaming, Embedded Systems, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C003 | Sampling | C. Signal Processing | Time Sampling, Real-Time Acquisition Systems, Embedded Systems, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C004 | Live Streaming | C. Signal Processing | Serial Port, Python, Live Streaming, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C005 | Basic Primer on APIs | C. Signal Processing | Application Programming Interfaces (APIs), Python, BITalino, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C006 | Real-time Analytics | C. Signal Processing | Electromyography (EMG), Python, Biofeedback System, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| C007 | PPG from Smartphone Camera | C. Signal Processing | Photoplethysmogram (PPG), Smartphone, Camera, | Afonso Raposo | 2021-01-17 |
| C008 | IIR Adaptive Filtering | C. Signal Processing | Body Temperature, Thermometer, Adaptive filters, IIR filters, | Rita Silva; Vicente Garção | 2021-01-17 |
| C009 | Kalman | C. Signal Processing | Kalman filter, Python, Signal Processing, Low-pass Filters, | Rita Silva; Vicente Garção | 2021-01-17 |
| C010 | Setup your Python workspace | C. Signal Processing | Python, Anaconda Navigator, Jupyter Notebooks, IPython, Spyder, | Ana Isabel Encarnação | 2021-01-17 |
| Sign | al Conversion | C. Signal Processing | ADC, Signal conversion, | Ana Isabel Encarnação` | 2021-01-17 |
| D001 | Essentials of Post-processing | D. Feature Extraction | Low-Pass Filter, Python, Plotting, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| D002 | Working with Features | D. Feature Extraction | Electrocardiography (ECG), Python, Poincare Plot, Heart Rate Variability, | Prof. Hugo Silva; Joana Pinto | 2021-01-17 |
| E001 | Autoencoders Respiration | E. Classification | Autoencoders, Neural Networks, Supervised Learning, Apnea Detection, | Mariana Abreu, Patrícia Bota | 2021-01-17 |
| E002 | Signal Classification Using SL | E. Classification | Supervised Learning, Biosignals, Signal Classification, | Mariana Abreu, Patrícia Bota | 2021-01-17 |
| E003 | Classification of Human Activity Data | E. Classification | Supervised Learning, Unsupervised Learning, Accelerometry Data, | Mariana Abreu, Patrícia Bota | 2021-01-17 |
| E004 | Clustering of Human Activity Data | E. Classification | Clustering, Unsupervised Learning, Accelerometry Data, | Mariana Abreu, Patrícia Bota | 2021-01-17 |
| F001 | Swimming | F. Applications | IMU data, Data filtering, Data segmentation, Feature Extraction, | Joana Pinto | 2021-01-17 |