How to code Neural Networks - A Dive into Identity Shortcut Connection - The ResNet building block
In this video, we delve into the Identity Shortcut Connection in deep learning, focusing on the neural-api: https://github.com/joaopauloschuler/n...
#resnet #IdentityShortcutConnection #NeuralAPI #GitHubRepository
OUTLINE:
00:00 Introduction to Identity Shortcut Connection
00:22 The Metaphor of Road Network
00:41 Essence of Identity Shortcut Connection
01:04 Benefits of Identity Shortcut Connection
01:17 Implementation in Deep Learning Model
01:39 Summary of Identity Shortcut Connection
01:59 Importance of Identity Shortcut Connection
#vanishinggradient
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#pascal
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#pascalneuralnetworks
#caineuralapi
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#DeepLearning