In

electroencephalogram (EEG)

analysis, the electrodes are placed at certain locations (as

shown in the figure below) to measure the brain signals of different regions which are

relevant to a disease. Measurements from both patients with the disea

se and healthy persons

are

available.

The medical doctors have asked you to help them

analyze

and use this data

to improve and simplify the diagnosis of new patients.

(a)

Explain briefly what you could do with supervised learning techniques

(indicate clearly

the

algorithm name,

model/

network t

opology, training

/learning

algorithm and

input/output

).

(b)

Explain briefly what you could do with unsupervised learning techniques

(indicate

clearly the

algorithm name,

model/

network topology, training/learning

algorithm and

input/output

).

In electroencephalogram (EEG) analysis, the electrodes are placed at certain locations (as shown in the figure below) to measure the brain signals of different regions which are relevant to a disease. Measurements from both patients with the disease and healthy persons are available. The medical doctors have asked you to help them analyze and use this data to improve and simplify the diagnosis of new patients. (a) Explain briefly what you could do with supervised learning techniques (indicate clearly the algorithm name, modeletwork topology, training/learning algorithm and input/output). [6 MARKS] (b) Explain briefly what you could do with unsupervised learning techniques (indicate clearly the algorithm name, modeletwork topology, training/learning algorithm and input/output). [6 MARKS]