Receptive Fields - Explained
We talk about center surround receptive fields in the human brain. Linked to computer vision. ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporiu... 📚 Medium Blog: / dataemporium 💻 Github: https://github.com/ajhalthor 👔 LinkedIn: / ajay-halthor-477974bb RESOURCES [1 📚] Slides: https://link.excalidraw.com/p/readonl... [2 📚] Main paper in 1953 that discovered these center surround receptive fields: https://journals.physiology.org/doi/a... [3 📚] Video demo presented in video: • Receptive Fields final [4 📚] Summary notes on receptive fields: https://www.memcode.com/courses/1965 PLAYLISTS FROM MY CHANNEL ⭕ Reinforcement Learning: • Reinforcement Learning 101 Natural Language Processing: • Natural Language Processing 101 ⭕ Transformers from Scratch: • Natural Language Processing 101 ⭕ ChatGPT Playlist: • ChatGPT ⭕ Convolutional Neural Networks: • Convolution Neural Networks ⭕ The Math You Should Know : • The Math You Should Know ⭕ Probability Theory for Machine Learning: • Probability Theory for Machine Learning ⭕ Coding Machine Learning: • Code Machine Learning MATH COURSES (7 day free trial) 📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML 📕 Calculus: https://imp.i384100.net/Calculus 📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStati... 📕 Bayesian Statistics: https://imp.i384100.net/BayesianStati... 📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra 📕 Probability: https://imp.i384100.net/Probability OTHER RELATED COURSES (7 day free trial) 📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning 📕 Python for Everybody: https://imp.i384100.net/python 📕 MLOps Course: https://imp.i384100.net/MLOps 📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP 📕 Machine Learning in Production: https://imp.i384100.net/MLProduction 📕 Data Science Specialization: https://imp.i384100.net/DataScience 📕 Tensorflow: https://imp.i384100.net/Tensorflow CHAPTERS 00:00 Definition 03:22 Types of center surround receptive fields 05:15 Demo of receptive fields 09:35 Quiz Time 10:37 Summary
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