An introduction to the mathematics of neurons

摘要: Neurons, or nerve cells, are basic timers in our bodies; they also play a central role storing and processing information brains. This book introduces neuron physiology some mathematical methods that can help us to understand how neurons work. The author's aim is uncover frequency-response properties of show neural networks support stable patterns synchronized firing. He does this using novel electrical circuit model neuron, called VCON, which shares many features with the Hodgkin-Huxley model, though it much simpler study. makes suitable for advanced undergraduate new graduate students studying biology. Indeed grew from such course taught at University Utah. only prerequisites calculus, differential equations matrix algebra. Problems (some solutions) provided end each chapter; range simple illustrative exercises more challenging extensions text. Some projects, often involving microcomputers, suggested.