Human Behavior Courses

Institute for Advanced Study

Epigenetics of Human Health and Disease - Shelly Berger

Explore epigenetics' role in human health and disease, focusing on RNA modifications, histones, and P53's impact on cancer development and progression.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

MK Graphics

Blender 3.0 Tutorial - Human Meta Rig - Including Face Rigging

Learn to create a fully rigged 3D character in Blender 3.0, including face rigging. Master joint adjustments, control rig generation, weight painting, and facial expressions for realistic character animation.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Bolei Zhou

Human-AI Interaction for Computer Vision

Explore human-AI collaboration in computer vision, covering image classification, content editing, generative AI, and interactive learning for enhanced AI systems and applications.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Bolei Zhou

Human-Centric AI for Computer Vision and Machine Autonomy - ICCV'21 Tutorial

Explore human-centric AI in computer vision, covering explainable models, interpretable neural networks, and interactive machine learning for improved AI systems and autonomous machines.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Simons Institute

Working Memory Influences Reinforcement Learning Computations in Brain and Behavior

Explore how working memory influences reinforcement learning in the brain, examining experimental results, genetic factors, and EEG data to uncover neural mechanisms of learning.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

MITCBMM

The Quest to Create Engineer-Quality Models of the Mechanisms of Human Visual Object Recognition - Part 2

Explore advanced neural models and mechanisms of human visual object recognition, including linear decoders, adversarial attacks, and individual variability in visual processing.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video

MITCBMM

Functional Imaging of the Human Brain- A Window into the Organization of the Human Mind

Explore brain imaging techniques, functional specialization, and neural networks in understanding human cognition. Insights on face recognition, predictive models, and the organization of mental processes.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

MITCBMM

Computational Models of Cognition - Reverse-Engineering Common Sense in the Human Mind and Brain Pt 1

Explore cognitive modeling to reverse-engineer human common sense, examining AI progress, scientific context, and probabilistic programming techniques for capturing learning and constructing models.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

MITCBMM

The Quest to Create Engineer-Quality Models of the Mechanisms of Human Visual Object Recognition - Pt1

Explore the mechanisms of human visual object recognition, focusing on systems-level models, reverse engineering, and the ventral visual stream's role in perception and AI applications.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

MITCBMM

The Quest to Create Engineer-Quality Models of the Mechanisms of Human Visual Object Recognition - Part 2

Explore cutting-edge models of human visual object recognition, their implications for AI, and strategies for future research in neuroscience and machine learning.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

MITCBMM

Invariant Representation of Physical Stability in the Human Brain

Explore how the human brain represents physical stability, from infant intuition to neural computations, and its applications in robotics and computer vision.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

MITCBMM

Resolving Human Brain Responses in Space and Time

Explore cutting-edge techniques for mapping brain responses, uncovering insights into visual and auditory perception, memory, and cognitive processes.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

MITCBMM

Functional Specificity in the Human Brain - What, Whether, and Why?

Explore the functional specificity of the human brain, examining key questions, methodologies, and findings in cognitive neuroscience with MIT researcher Nancy Kanwisher.

• YouTube
• 1 hour
• Self-Paced
• Free Video

MITCBMM

Adversarial Examples and Human-ML Alignment

Explore adversarial examples in machine learning, their impact on human-ML alignment, and strategies for improving model robustness and interpretability.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

MITCBMM

Functional Imaging of the Human Brain - A Window into the Organization of the Human Mind

Explore brain imaging techniques revealing mind organization, focusing on temporal lobe functions, face perception, and cognitive neuroscience methods for understanding human cognition and behavior.

• YouTube
• 47 minutes
• Self-Paced
• Free Video