Edge AI Accelerator NNE 1.0

Overview

To embed artificial intelligence into countless edge devices, it needs a CPU independent accelerator to speed up the inference to reduce power consumption. with altek NNE 1.0 IP, we help customer to reach this target and time to market.

The latest AI accelerator engine (NNE 1.0) can provide the most power-efficient and highest performing AI inference with high accuracy & quality AI architecture on the market. The architecture is optimized for efficient deep learning and CPU independent to support customer to time-to-market.

Flexible architecture for deep learning for computer vision

NNE 1.0 provides very efficiently AI inference capability and flexible to embed CNNs based AI Engine to any CPU or MCU based device to make the edge device become a smart device. All the computing and intermedium data are all in NNE 1.0 engine without accessing system memory to reduce the memory bandwidth to speed up the AI inference.

Low power extends battery life

Low energy consumption extends battery life of mobile devices and edge computing applications. A new class of computer vision applications, such as human detection / face detection / face recognition / gesture detection for smart sensing devices, require always-on operation, again necessitating ultra-low power consumption. The NNE 1.0 has been architected for low-power operation compared to other solutions on the market.

High-performance enables new applications

Deep learning, computer vision applications, the NNE 1.0 architecture was designed specifically for neural network processing for most of AI applications. The NNE 1.0 has 1440 MACs to reach high performance and low power application to give customer a new user experience.

Scalable architecture

Although the NNE 1.0 has 1440 MACs in current design, but it has scalable architecture to change the computing power based on customer’s requirement.

Production proven

The NNE 1.0 has been product and silicon proven and adopt in NB/security/IOT market.

Easy Use & Full-Featured ToolChain (NNDK: Neural Network Development Kit)

Cooperate with NNDK, customer can easily convert the AI model to device and simulate the quality & performance to shrink the development process time.

Key Features

  • CPU independent,
  • Harden Accelerator,
  • Scalable MACs (Multiply-Accumulate)
  • Optimized local memory
  • Compatible with various CNN-based models

Benefits

  • Minimum efforts in system integration
  • Speed up AI inference performance
  • Super performance for power sensitive application
  • Deployment & quick development to time to market

Block Diagram

Edge AI Accelerator NNE 1.0 Block Diagram

Applications

  • Notebook
  • IOT
  • Smart phone
  • Robot
  • AR
  • Smart Home
  • Home Security
  • Others

Deliverables

  • <b>Integration</b> [Encrypted Verilog RTL code]
  • <b>Simulation bench</b> [Synthesis script/ Simulation guide/ Verilog simulation bench]

Technical Specifications

Maturity
Ready for Mass Production
Availability
Available now, Contact Altek for further information
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