When the waves are close to the lower end, they represent the state when a person hovers between sleep and consciousness. The Theta waves have a frequency range of 4 to 7 Hz and are found when a person is in a dreamy state. Delta Brain WavesĪs the slowest of all, these high-amplitude brain waves have a frequency of 1 to 3 Hz and are experienced by humans when they are asleep. The level of human awareness is determined by the frequency/ speed of the brain waves. There are five types of brain waves, with delta being the slowest and gamma being the fastest. Let’s start by reading more about brain waves and the types before learning how Python helps analyze the brain wave data. By processing large datasets with such information, scientists can identify the causes/ reasons for brain diseases and find ways to cure them. It helps determine how alert or focused a person is. Computer programming languages like Python can be used to analyze this data. Devices like EEG kits are used to detect and record wave patterns. The pattern of the waves changes based on the emotion a person experiences at that point. The brain constantly generates waves of electrical activity. We’ll deal with one such method to study the functioning of the brain and analyze the signals it sends to other parts of the body. This, in turn, helps doctors and scientists use advanced technology to understand the complexities of the human brain and identify activity related to brain diseases. ANNs replicate the patterns and designs of the neural networks in the brain to allow the machines to perceive this and analyze data as the human brain does. We know that the concepts of artificial intelligence, deep learning, and artificial neural networks are derived from the working of the human brain. The human brain is a key organ to keep us functioning and active throughout our lives. We’ll discuss brain waves and ways to use Python to analyze this data. Analyzing this data helps scientists uncover the intricacies and complexities of the human brain and provide solutions to help people with brain-related disorders. The brain waves play a crucial role in sending signals to different parts of the body.
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