Audio Visual Courses

MITCBMM

Wobbling, Drooping, Bouncing - Visual Perception of Materials and Their Properties

Explore visual perception of material properties through experiments on elastic bouncing objects, examining human estimation accuracy, motion features, and internal models for predicting object behavior.

• YouTube
• 41 minutes
• On-Demand
• Free Video

MITCBMM

What You See Is What IT Gets - Responses in Primate Visual Cortex During Natural Viewing

Explores primate visual cortex responses during natural viewing, revealing how neurons in the interior temporal cortex react to faces and repeated fixations, providing insights into our stable visual perception.

• YouTube
• 38 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

MITCBMM

Modeling the Influence of Feedback in the Visual System

Explore how feedback influences visual processing, using masking studies and network modeling to understand its impact on classification accuracy and neural activity.

• YouTube
• 20 minutes
• On-Demand
• Free Video

MITCBMM

Social Visual Representations in Humans and Machines

Explore neural face representations, disentangled learning, and social interaction perception in vision, examining shared visual representations between humans and machines.

• YouTube
• 27 minutes
• On-Demand
• Free Video

MITCBMM

As Simple as Possible, but Not Simpler - Features of the Neural Code for Visual Recognition

Explore visual recognition in the brain through neural coding, feature visualization, and experiments comparing monkey behavior with convolutional neural networks.

• YouTube
• 23 minutes
• On-Demand
• Free Video

MITCBMM

Visual Search - Differences Between Your Brain and Deep Neural Networks

Explore how human visual perception differs from deep neural networks, examining experiments, results, and implications for fields like medical imaging.

• YouTube
• 28 minutes
• On-Demand
• Free Video

MITCBMM

A Computational Explanation for Domain Specificity in the Human Visual System

Exploring how domain-specific organization in the brain emerges from computational optimization for face and object recognition tasks, using artificial neural networks to model cortical segregation.

• YouTube
• 35 minutes
• On-Demand
• Free Video

MITCBMM

Feedforward and Feedback Processes in Visual Recognition

Explore visual recognition processes, comparing deep learning models with neuroscience-inspired approaches. Gain insights into complex visual reasoning and potential advancements in AI through computational neuroscience.

• YouTube
• 52 minutes
• On-Demand
• Free Video

MITCBMM

The Neural Basis of Perceiving Human Visual Social Perception

Explore neural mechanisms of visual object recognition and social perception using MEG, fMRI, and computational modeling. Discover how the brain processes visual scenes, objects, and social interactions over time.

• YouTube
• 38 minutes
• On-Demand
• Free Video

MITCBMM

Everything You Always Wanted to Know About the Visual System but Were Afraid to Ask

Explore the intricacies of visual perception, from anatomy to cognitive processes, with insights on recognition, scenes, and eye movements in this comprehensive overview.

• YouTube
• 1 hour 52 minutes
• On-Demand
• Free Video

MITCBMM

Unsupervised Learning of Spoken Language with Visual Context

Explores unsupervised learning of spoken language using visual context, aiming to develop ASR capabilities for more languages through audio-visual embedding and clustering techniques.

• YouTube
• 34 minutes
• On-Demand
• Free Video

MITCBMM

Kristen Grauman - Learning the Right Thing with Visual Attributes

Explore visual attribute learning techniques, including shared properties, transfer learning, and local approaches for fine-grained attribute differences in computer vision.

• YouTube
• 31 minutes
• On-Demand
• Free Video

MITCBMM

Towards a System-Level Theory of Computation in the Visual Cortex

Explore computational models of visual processing in primate cortex, combining neuroscience and AI to understand perception and develop advanced computer vision systems.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video