Why Deep? From Neurons to Networks
Why deep neural networks with multiple layers are essential for complex AI tasks.
Why Deep? From Neurons to Networks Read More »
AI and LLMs
Backpropagation: How Neural Networks Learn
Why This Matters Deep network: Millions of parameters across dozens of layers. Question: How do you adjust parameter #347,219 in layer 5 to reduce output error? Naive answer: Try changing it slightly, see what happens. (Would take billions of years.) Backpropagation: Efficiently calculate exactly how each parameter affects the error. Updates all parameters in one
Backpropagation: How Neural Networks Learn Read More »