The original SVM algorithm was invented by Vladimir N. Vapnik and Alexey Ya. Chervonen in 1963

In 1924,Hans Berger was the first to record human brain activity by means of EEG

SVM stands for Support vector machine. It is a learning model that has algorithms to recognize patterns and analyze data and from these learnings can classify new patterns into one the learned ones.

I found the research paper on science direct and came to know about SVM and EEG from youtube and other articles

link.springer.com/article/10.3758%2FBF03200585

Youtube videos-

1.www.youtube.com/watch?v=4XH6pRFiV9s

brain-computer interface-

a communication pathway between the brain and an external device

electroencephalography-

a monitoring method to record electrical activity of the brain

somatosensory cortex-

the main sensory receptive area for the sense of touch

maximum entropy method-

the probability distribution which best represents the current state of knowledge is the one with largest entropy

autoregressive-

variable depends linearly on its own previous values and a stochastic (imperfectly predictable) term

spatial filter-

an optical device which alters the structure of a beam of light or other electromagnetic radiation, typically coherent laser light

electromyography-

a technique for evaluating and recording the electrical activity produced by skeletal muscles

research paper

1.

http://www.sciencedirect.com/science/article/pii/S092523121401323X

2.

http://www.sciencedirect.com/science/article/pii/S1877065714018351

1.Nuclear sector: for regular work with no human intervention.

2.Heavy industries: For operating big machines while humans remain in secure locations

3. Medical usage: people with disabilities can work easily in industries with help of this technology

4. Military: Development of exosuits that can be controlled using the technology which will allow us to use heavy guns and launchers

1. EEG: Electroencephalography is the process of recording brain elecrical signals over a period of time.

2. CVA: cereberal vascular accident is the sudden death of brain cells because of less blood supply.

3. hyperplane: In geometry a hyperplane is a subspace of one dimension less than its ambient space. If a space is 3-dimensional then its hyperplanes are the 2-dimensional planes, while if the space is 2-dimensional, its hyperplanes are the 1-dimensional lines.

4. EMG: electromyography is the process of recording skeletal muscle activity.

5.MEG: Magnetoencephalography is a nueralimaging technique use to map magnetic fields produced by brain.

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