학술논문

A 1mW Always-on Computer Vision Deep Learning Neural Decision Processor
Document Type
Conference
Source
2023 IEEE International Solid-State Circuits Conference (ISSCC) Solid-State Circuits Conference (ISSCC), 2023 IEEE International. :8-10 Feb, 2023
Subject
Bioengineering
Components, Circuits, Devices and Systems
Computing and Processing
Deep learning
Performance evaluation
Image sensors
Computer vision
Neural networks
Modulation
Cameras
Language
ISSN
2376-8606
Abstract
Syntiant ® 's, NDP200 is a specially architected edge Al processor, bringing the ultra-lowpower, high performance, deep neural network processing capabilities of Syntiant Core 2™ (SC2) to computer vision (CV) applications. Ideally suited for low-latency inferences on power-constrained devices such as doorbell cameras, the NDP200 is equipped with an 8-bit direct video port (DVP), l2C, and SPl interfaces to interface directly with lowpower image sensors, as well as Pulse Density Modulation (PDM) and Inter-IC Sound interface (l2S) to facilitate use cases requiring both video and audio processing.