Within bioLab we develop technology to improve our everyday lives by extracting, and interpreting, subtly encoded information which is constantly being emitted by our bodies.
About
The human body is constantly emitting signals which convey information relating to our actions, our health, and even our states of mind. Often subtly encoded and buried in noise, this information could be used to improve numerous aspects of our everyday lives. At ADI, within our bioLab, we endeavour to develop technology for teasing out biological information that is useful, from that which predominantly is not. We achieve this through application of our state-of-the-art bioengineering development platform bioLib. bioLib is a comprehensive suite of signal processing and machine learning tools designed specifically for bioengineering applications. Including parallel implementations in MATLAB, for algorithm development and fine tuning, and in the C programming language, for embedded real time operation, bioLib comprises: Signal Processing Time series statistics Fourier analysis Wavelet decomposition AR modelling Machine Learning Multi-Layer Perceptron Neural Networks Support Vector Machines Linear Discriminant Analysis Example applications of bioLib include: A system to establishing levels of cognitive attention through the measurement of EEG, ECG, HRV and GSR signals A system to drive a multi-model prosthetic hand through the resolution of complex EMG signals captured from the amputee’s forearm”