Edge Silicon Lab — Edge AI Hardware, NPUs, TPUs & Embedded Acceleration Systems

SBCs & Embedded Clusters
Raspberry Pi CM5: PCIe Gen 3 Carrier Board Setup
Nothing test-bench hardware engineers quite like watching a high-performance edge...
Silicon Architecture & TPUs
Untether AI Boqueria: At-Memory Spatial AI Math
If you have spent any time scaling transformer models, multi-camera...
Silicon Architecture & TPUs
Intel Lunar Lake NPU 4.0: 48 TOPS Silicon Deep Dive
Let’s be honest with each other: the first generation of...
Local Inference & Accelerators
Axelera Metis AIPU: 214 TOPS Edge AI Dataflow Math
Pull up a chair, grab a fresh cup of coffee,...
Edge AI & NPUs
Apple M4 Neural Engine: 38 TOPS CoreML Speed Math
You have likely unboxed a new M4 Mac, loaded up...
SBCs & Embedded Clusters
Khadas Edge2 Pro: RK3588S Compute Card Setup 2026
If you have ever tried to wedge a full-sized single-board...
Silicon Architecture & TPUs
AMD XDNA 2 NPU: 50 TOPS Block FP16 Architecture
Pull up a chair, grab a fresh cup of coffee,...
Silicon Architecture & TPUs
Groq LPU Architecture: Deterministic AI Tensor Math
If you have ever spent a long night staring at...
Local Inference & Accelerators
Sipeed Lichee Pi 4A: TH1520 RISC-V NPU Setup Guide
You bought the Sipeed Lichee Pi 4A because the headline...
SBCs & Embedded Clusters
Raspberry Pi CM5: PCIe Gen 3 Carrier Board Setup
Raspberry Pi CM5: PCIe Gen 3 Carrier Board...
Nothing test-bench hardware engineers quite...
Silicon Architecture & TPUs
Untether AI Boqueria: At-Memory Spatial AI Math
Untether AI Boqueria: At-Memory Spatial AI Math
If you have spent any...
Silicon Architecture & TPUs
Intel Lunar Lake NPU 4.0: 48 TOPS Silicon Deep Dive
Intel Lunar Lake NPU 4.0: 48 TOPS Silicon...
Let’s be honest with each...
Local Inference & Accelerators
Axelera Metis AIPU: 214 TOPS Edge AI Dataflow Math
Axelera Metis AIPU: 214 TOPS Edge AI Dataflow...
Pull up a chair, grab...
Edge AI & NPUs
Apple M4 Neural Engine: 38 TOPS CoreML Speed Math
Apple M4 Neural Engine: 38 TOPS CoreML Speed...
You have likely unboxed a...
SBCs & Embedded Clusters
Khadas Edge2 Pro: RK3588S Compute Card Setup 2026
Khadas Edge2 Pro: RK3588S Compute Card Setup 2026
If you have ever tried...
Silicon Architecture & TPUs
AMD XDNA 2 NPU: 50 TOPS Block FP16 Architecture
AMD XDNA 2 NPU: 50 TOPS Block FP16...
Pull up a chair, grab...
Silicon Architecture & TPUs
Groq LPU Architecture: Deterministic AI Tensor Math
Groq LPU Architecture: Deterministic AI Tensor Math
If you have ever spent...
Local Inference & Accelerators
Sipeed Lichee Pi 4A: TH1520 RISC-V NPU Setup Guide
Sipeed Lichee Pi 4A: TH1520 RISC-V NPU Setup...
You bought the Sipeed Lichee...