L10 – LDA – CNT (online class)

1 junho 2021, 14:00 • Agostinho Cláudio da Rosa

Linear Discriminant Analysis (LDA) and Connectivity Analysis

1 – Implement the Fisher’s discriminant analysis function (for 2 classes as integer) W = fda (X,CLabel) using the solution below:

2 – Implement a multivariate multiclass linear discriminant analysis function (for more than 2 integer classes)   W = lda (X,CLabel) recurring to the eigen solution of scatter matrix Sx.

PLV

Thresholding

L10 – LDA – CNT (online class)

1 junho 2021, 12:30 • Agostinho Cláudio da Rosa

Linear Discriminant Analysis (LDA) and Connectivity Analysis

1 – Implement the Fisher’s discriminant analysis function (for 2 classes as integer) W = fda (X,CLabel) using the solution below:

2 – Implement a multivariate multiclass linear discriminant analysis function (for more than 2 integer classes)   W = lda (X,CLabel) recurring to the eigen solution of scatter matrix Sx.

PLV

Thresholding

T18 – BCT (online class)

1 junho 2021, 09:30 • Agostinho Cláudio da Rosa

Brain Connectivity Library - BCT matlab toolbox

T17 – CNT (online class)

27 maio 2021, 12:00 • Agostinho Cláudio da Rosa

Network Measures

L09 – Project kick off (online class)

25 maio 2021, 14:00 • Agostinho Cláudio da Rosa

01 - Mindfulness Meditation vs Meditative Sound Stimuli (Mind-Sound)

03 – Link between ECG/PPG and EEG (Cardio-Brain)

04 – Continuous Classification of Sleep ( CC-Sleep)*

06 – EEG-denoising using ICA for P300 analysis in Autism Spectrum Disorder (AutICA)

07 - Cuffless Blood Pressure estimation (CufflessBP)

13 – Obstructive Sleep Apnea Syndrome (OSAS)

16 – Apnea induced Arousals characterization (Arousal)