#Deep Learning

6 articles tagged with Deep Learning

State Space Models in 2026: Mamba-2 State Space Duality vs Transformer Attention

An authoritative mathematical and systems analysis of State Space Models. We examine Mamba-2 State Space Duality (SSD), Structured State Space (S4) recurrence, linear-time $O(N)$ inference scaling, and hybrid Mamba-Transformer production architectures.

9/2/202624 min read

Neural Networks Explained: Layers of Voting Neurons and Activation Functions (2026)

9/12/202615 min read

NVIDIA DGX Station & Desk-Side AI Supercomputers: The Reality Check (2026)

9/12/202615 min read

1M Token Context Windows Are Table Stakes Now: So What Still Differentiates? (2026)

9/12/20265 min read

Mixture-of-Depths (MoD) & Dynamic Token Routing: 50% FLOP Reduction in Transformer Compute (2026)

9/12/20265 min read

EAGLE-2 & Speculative Decoding in vLLM: Tree Attention Verification & 3.5x Speedups (2026)

9/12/20265 min read