The Dot Product in Neural Networks - Geometric Foundations, Hardware Acceleration, and Optimization Dynamics
A technical analysis of the dot product's role in deep learning, covering high-dimensional geometry, GEMM optimization on GPUs, transformer attention mechanisms, and quantization strategies.
linear-algebramachine-learninghardware-accelerationdeep-learning-theory