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Starts 3 June 2025 21:49
Ends 3 June 2025
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Overview
Explore center-surround receptive fields in the human brain and their connection to computer vision, including different types, visual demonstrations, and practical applications.
Syllabus
- Introduction to Receptive Fields
- Center-Surround Receptive Fields
- Receptive Fields in the Human Brain
- Types of Receptive Fields
- Visual Demonstrations
- Connection to Computer Vision
- Practical Applications
- Case Studies and Research Highlights
- Conclusion and Further Exploration
Definition and significance in neuroscience
Historical perspective on receptive field research
Structure and function
Role in visual processing
Neuroanatomy of receptive fields
Receptive fields in the retina and visual cortex
Simple cells
Complex cells
Hypercomplex cells
Interactive simulations of receptive fields
Analyzing visual stimuli using receptive field models
Inspiration from biological systems
Implementation in computer vision algorithms
Image processing and edge detection
Enhancements in artificial neural networks
Review of key studies in receptive fields
Latest advancements and future directions
Summary of key concepts
Suggested readings and resources for deeper understanding
Subjects
Computer Science
