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Fundamentals of Bioelectricity - Mammalian Nervous System and Neuromodulation

nanohubtechtalks via YouTube

Overview

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Explore the fundamentals of bioelectricity in the mammalian nervous system through this comprehensive 12-hour course covering passive and active forms of electric signaling in both intracellular and intercellular communication at atomic, molecular, and engineered device levels. Master the basic organization of the central and peripheral nervous systems, neural circuits, and electrical signals in cells while learning to calculate resting potentials using the Nernst equation. Delve into the chemical basis of bioelectricity including ion channels, neurotransmitters, post-synaptic receptors, and pathological conditions. Analyze biological conductors through core conductor models and cable theory, progressing to time-dependent solutions for signal propagation. Study the groundbreaking Hodgkin-Huxley model of action potentials, including its derivation and insights into ionic conductances. Apply bioelectricity principles to real-world medical applications including Parkinson's disease, epilepsy, drug addiction, targeted muscle reinnervation, and optogenetics. Develop computational skills through discrete-time solutions using Euler and Runge-Kutta methods, culminating in Python implementation of Hodgkin-Huxley solutions. Examine bioelectric measurement systems including analog front ends, filtering techniques, analog-to-digital conversion, and complete prosthesis control systems. Gain expertise in neuromodulation using nano-engineered sensors and actuators for advanced biomedical applications.

Syllabus

nanoHUB-U Bioelectricity L1.1: The Nervous System - Basic Organization of CNS & PNS
nanoHUB-U Bioelectricity L1.2: The Nervous System - Simple Neural Circuits
nanoHUB-U Bioelectricity L1.3: The Nervous System - Electrical Signals in Cells
nanoHUB-U Bioelectricity L1.4: The Nervous System - Resting Potential of Neuron Membranes
nanoHUB-U Bioelectricity L1.5: The Nervous System - Nernst Equation
nanoHUB-U Bioelectricity L2.1: Chemical Basis - TIC & DOC
nanoHUB-U Bioelectricity L2.2: Chemical Basis - Time & Space in Propagating Signals
nanoHUB-U Bioelectricity L2.3: Chemical Basis - Ion Channels
nanoHUB-U Bioelectricity L2.4: Chemical Basis - Post-Synaptic Receptors
nanoHUB-U Bioelectricity L2.5: Chemical Basis - Neurotransmitters and Pathology
nanoHUB-U Bioelectricity L3.1: Biological Conductors - Electrical Variables in Cells
nanoHUB-U Bioelectricity L3.2: Biological Conductors - Core Conductor Model
nanoHUB-U Bioelectricity L3.3: Biological Conductors - Observations from Action Potentials
nanoHUB-U Bioelectricity L3.4: Biological Conductors - Derivation of the Cable Model
nanoHUB-U Bioelectricity L3.5: Biological Conductors - Time-dependent Solutions
nanoHUB-U Bioelectricity L4.1: Hodgkin-Huxley Model - Alan Hodgkin and Andrew Huxley
nanoHUB-U Bioelectricity L4.2: Hodgkin-Huxley Model - Ionic Conductances
nanoHUB-U Bioelectricity L4.3: Hodgkin-Huxley Model - Derivation of the Hodgkin-Huxley Equation
nanoHUB-U Bioelectricity L4.4: Hodgkin-Huxley Model - Insights from Hodgkin-Huxley
nanoHUB-U Bioelectricity L4.5: Hodgkin-Huxley Model - Further Insights from Hodgkin-Huxley
nanoHUB-U Bioelectricity L5.1: Applications of Bioelectricity - Parkinson's Disease
nanoHUB-U Bioelectricity L5.2: Applications of Bioelectricity - Epilepsy
nanoHUB-U Bioelectricity L5.3: Applications of Bioelectricity - Drug Addiction
nanoHUB-U Bioelectricity L5.4: Applications of Bioelectricity - Targeted Muscle Reinnervation
nanoHUB-U Bioelectricity L5.5: Applications of Bioelectricity - Optogenetics
nanoHUB-U Bioelectricity L6.1: Discrete-time Solutions to Continuous-time Problems
nanoHUB-U Bioelectricity L6.2: Euler Method
nanoHUB-U Bioelectricity L6.3: Runge-Kutta Method
nanoHUB-U Bioelectricity L6.4: Solving Hodgkin-Huxley
nanoHUB-U Bioelectricity L6.5: 4th Order Runge-Kutta HH Solution in Python
nanoHUB-U Bioelectricity L7.1: Analog Front End
nanoHUB-U Bioelectricity L7.2: Filtering
nanoHUB-U Bioelectricity L7.3: Analog-to-digital Conversion
nanoHUB-U Bioelectricity L7.4: Full System
nanoHUB-U Bioelectricity L7.5: Bioelectric Prosthesis Control

Taught by

nanohubtechtalks

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