AI for Neuroscience

Use AI to analyze complex brain activity data from fMRI and EEG, decode neural signals, and model the brain's structure and function.

85 courses

Neuroimaging Fundamentals: Neuroscience Principles and Methods

Learn the core biological principles, imaging physics, and modern data standards of human brain mapping to confidently interpret and design neuroimaging research.
โ˜… 4.7 (2,304)

Neuroscience Fundamentals: Neurons, Synapses, and Brain Networks

Explore the biological and computational principles of the brain to understand how neurons communicate and how neural plasticity drives learning and memory.
โ˜… 4.8 (1,255)

Computational Neuroscience: Modeling Brain Dynamics with Python

Learn how nervous systems process information by building foundational computational models and simulating biological neural activity using Python.
โ˜… 4.6 (1,142)

Foundations of Functional MRI: Principles and Analysis

Understand the core physics, experimental design, and data analysis techniques used to study the human brain through functional magnetic resonance imaging.
โ˜… 4.7 (850)

Understanding Minds and Machines

Explore the intersection of human cognition and artificial intelligence to understand how both biological and digital systems process information.
โ˜… 4.4 (370)

Neuroimaging Data Analysis in R

Learn to process and analyze structural MRI data using R for reproducible neuroscience research.
โ˜… 4.6 (315)

fMRI Data Analysis and Experimental Design

Understand the core principles of functional brain imaging to design robust experiments and interpret complex neural data using modern statistical methods.
โ˜… 4.7 (249)

Neuroscience Basics: Neurons, Synapses, and Brain Networks

Explore how individual brain cells communicate and organize into complex networks to control behavior, sensation, and memory.
โ˜… 4.6 (64)

EEG Signal Processing with Python

Learn foundational techniques for analyzing electroencephalogram data using Python, from initial cleaning to advanced domain analysis.
โ˜… 4.4 (25)

Neuroscience and Free Will: The Biology of Decision-Making

Explore how the brain makes choices, evaluate classic experiments by Libet and Wegner, and discover the biological foundations of human agency.
โ˜… 4.6 (10)

Neuroscience of Imagination, Free Will, and Morality

Explore how the human brain generates creative thoughts, processes moral choices, and navigates the concept of free will through accessible cognitive neuroscience.
โ˜… 4.9 (10)

Fundamentals of EEG-Based Brain-Machine Interfaces with Motor Imagery

Learn to process neural signals and apply machine learning algorithms to decode motor imagery, enabling you to understand and design foundational brain-computer interfaces.
โ˜… 5.0 (2)

Foundations of Brain Structure and Evolutionary Neuroanatomy

Understand how the vertebrate brain developed and evolved, and learn to trace functional pathways and cognitive structures through clear, text-based lessons.

Understanding the Human Brain

Explore the fundamental structures and processes that govern thought, emotion, and behavior in this introductory course for curious minds.

Foundations of Cognitive Science: Mind, Brain, and Behavior

Explore the interdisciplinary field of cognitive science to understand how the human mind processes information, learns, and interacts with the world.

Neurotechnology: Tools for Brain Science

Explore the foundational principles and practical applications of modern technologies used to study and interact with the nervous system.

Cognitive Neuroscience: Understanding Brain, Cognition, and Behavior

Develop a foundational understanding of how the brain supports attention, memory, language, and perception, and explore modern methods for studying cognitive processes.

Cognitive Science Fundamentals: Brain, Perception, and Memory

Develop a foundational understanding of how the human brain processes information, forms memories, and enables language, for aspiring cognitive scientists.

Human Memory and Learning Fundamentals

Gain a foundational understanding of how human memory and learning work, and discover practical, evidence-based strategies to improve your retention and cognitive skills.

Introduction to Human Perception: How the Brain Constructs Reality

Explore how our sensory organs and brain work together to interpret the world, from foundational cognitive science to modern theories of predictive processing.
Showing 20 of 85 courses