Udemy – Complete neural signal processing and analysis: Zero to hero 2020-8

Description

Complete neural signal processing and analysis: Zero to hero is a comprehensive training course for processing and analyzing neural signals, along with data analysis and statistics in MATLAB software. The human brain produces electrical signals that can be measured using electrodes. These electrical signals are literally very complex because the brain is so complex. But learning how to analyze these electrical signals is amazing. Analyzing these signals is a way to learn signal processing, data visualization, spectral analysis, synchronization (or connection) analysis, and statistics (specifically permutation-based statistics).

This course includes thousands of exercises, sets of issues and challenges for MATLAB software, and by doing all of them, the educational content of this course will reach about 100 hours. This course is designed without the need for any prior knowledge in the field of neuroscience or biology as well as signal processing, mathematics and statistics; However, mastering the background of these topics will definitely help you to learn better. This course, however, requires mastery of the basic skills of MATLAB language such as variables, for loops and drawing basic charts, and if you have no previous familiarity with this language, it is necessary to take the course to get acquainted with this language before entering this Get training.

What do you learn?

Signal processing

Time series data analysis

Nonparametric statistics

Neuroscience (brain science)

Application of spectral analysis

Applied mathematics

This training is suitable for people who

Anyone interested in the application of signal processing

Those interested in non-parametric statistics

Neuroscience students

Anyone who wants to know the shape of the brain's electrical signals

Specifications Complete neural signal processing and analysis: Zero to hero

Publisher: Udemy

Instructor: Mike X Cohen

English language

Level of training: from basic to advanced

Number of lessons: 233 lessons in 14 sections

Duration: 46h 54m

Prerequisites

Basic MATLAB knowledge

Access to MATLAB or Octave

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p