LG8111: Artificial Intelligence SoC Solutions for On-Device AI

A Highly-integrated AI Platform Enables Connectivity, Machine Learning, and Evolution

LG8111 AI Chip supports artificial intelligence functions such as visual/voice/control intelligence. LG8111 AI Chip is equipped with LG Neural Engine (LNE) which is an AI processor that mimics the neural network of the human brain to improve the processing of deep learning algorithms (low-power and low-latency). Products utilizing the LG8111 AI Chip can implement the ‘On-Device AI’ that learns and infers by itself.

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LG8111 AI Chip Reference Board Eris Embedding LG8111 AI Chip

 

Key Features

Solution Highlights

LG Neural Engine (LNE)

  • LG proprietary AI HW Accelerator
  • Inference/Training engine, Scalable architecture
  • TensorFlow, TensorFlow Lite, Caffe support

Evolve, Connect, and Open

  • Evolution by On-Device learning
  • Connectivity by the integrated Wi-Fi platform
  • Openness by standardized platform
  • Optimized solution for AI home appliances
  • Low-power AI SoC solution

Quad-core CPU

  • ARM Cortex-A53 Quad 1.0 GHz
  • Cache: L1 I/D (32 KB/32 KB), L2 1 MB
  • NEON, FPU, Cryptography Extension

Visual Intelligence: visual recognition of user and environment

  • Space/Context recognition, Distance recognition
  • User/Object location and motion detection
  • Always-on vision recognition through fast feature extraction
  • Image/Video pre-processing such as lens distortion, noise reduction and scaling

Camera Engine

  • 5M + 5M dual ISP pipeline
  • MIPI CSI-2, Parallel interface
  • Lens distortion correction, Noise reduction
  • HDR (High Dynamic Range) pre-processing

Voice Intelligence: innovative voice and audio recognition

  • Keyword/Synonym recognition
  • Always-on keyword recognition at low-power
  • Voice/Audio pre-processing such as echo cancellation and noise reduction

Vision Accelerator

  • Feature extraction, Image warping, SFC (Scaler & Format Converter)
  • Dedicated Vision DSP with FPU

Control Intelligence: detection of physical and chemical changes in the surrounding

  • Temperature, vibration, odor detection
  • Intelligent analytics of analog signals and sensor input data

Video Encoder

  • Full HD video H.264 encoding support
 

Voice/Audio Engine

  • Voice Activity Detector embedding dedicated Audio DSP with FPU
  • Always-on voice recognition
 

Security

  • Crypto engine, TrustZone support
 

Connectivity/Peripherals

  • Dual-band 802.11 b/g/n
  • High-speed USB 2.0 x2
  • SPI, UART, PWM, I2C, SDIO, GPIO
 

 

If you want to use the reference board or have any questions about LG8111 AI Chip, please contact to LGSIC-AI@lge.com.