Question
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
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]
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