GAP-8: A RISC-V SoC for AI at the Edge of the IoT
GAP-8: A RISC-V SoC for AI at the Edge of the IoT
Current ultra-low power smart sensing edge devices, operating for years on small batteries, are limited to low-bandwidth sensors, such as temperature or pressure. Enabling the next generation of edge devices to process data from richer sensors such as image, video, audio, or multi-axial motion/vibration has huge application potential.
However, edge processing of data-rich sensors pose the extreme challenge of squeezing the computational requirements of advanced, machine-learning-based near-sensor data analysis algorithms (such as Convolutional Neural Networks) within the mW-range power envelope of always-ON battery-powered IoT end-nodes.
To address this challenge, GREENWAVES propose GAP-8: a multi-GOPS fully programmable RISC-V IoT-edge computing engine, featuring a 8-core cluster with CNN accelerator, coupled with an ultra-low power MCU with 30 μW state-retentive sleep power. GAP-8 delivers up to 10.
GMAC/s for CNN inference (90 MHz, 1.0V) at the energy efficiency of 600 GMAC/s/W within a worst-case power envelope of 75 mW.
- |
- +1 赞 0
- 收藏
- 评论 0
本文由Natalia转载自GREENWAVES Official Website，原文标题为:GAP-8: A RISC-V SoC for AI at the Edge of the IoT，本站所有转载文章系出于传递更多信息之目的，且明确注明来源，不希望被转载的媒体或个人可与我们联系，我们将立即进行删除处理。
相关推荐
Enabling ANC in Open-Ear Earbuds Beyond Apple with GreenWaves GAP9 AI+DSP Processor
By uniquely meeting this sub-millisecond latency requirement, the ultra-low-latency shared memory AI+DSP processor GAP9 enables brands, beyond Apple, to implement active noise cancellation (ANC) in open-ear designs.
应用方案 发布时间 : 2024-10-22
A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones
Really interesting paper by Daniele Palossi on using GAP8 to autonomously navigate a microdrone. This is a great example of porting a significant CNN to GAP8. Eric Flamand, GreenWave’s CTO assisted with the CNN model creation and use of the AutoTiler CNN generators.
应用方案 发布时间 : 2024-09-30
The Application of FTDI IC Integrated Usb Products in Ai Control
This paper is mainly about the application of FTDI IC integrated USB products in AI Control, and introduces the advantages and characteristics of each product application.
应用方案 发布时间 : 2024-09-24
GreenWaves Technologies Partners with Open-Silicon to develop Industry’s First IoT Processor Based on PULP and RISC-V
Open-Silicon, a system-optimized ASIC solution provider, today announced it was selected by GreenWaves Technologies to develop GAP8, the industry’s first IoT processor. GAP8 is built on the open source Parallel Ultra Low Power (PULP) and RISC-V ISA projects. Open-Silicon is providing GreenWaves Technologies with the complete RTL-to-physical design custom SoC implementation that is required to transform this smart IoT concept into working silicon in volume production.
产品 发布时间 : 2024-08-20
NNC-EPC001：Highly Integrated EEG/ECG/EMG/PPG Bio-Electric- Sensor RISC-V SOC
型号- NNC-EPC001,NNC_EPC001
Building a battery-operated smart camera in five steps using a multi-core microcontroller
In this post, we demonstrate how to train and deploy a deep learning model for image recognition on GAP8—the first generation of ultra-low power IoT application processors. Thanks to the power-optimized MCU-class architecture tailored for intensive AI workloads, GAP8 is the perfect solution when coupled with low-power cameras.
设计经验 发布时间 : 2024-11-12
AI赋能舞动最强音浪，GREENWAVES精彩亮相2024亚洲音频展！
2024年5月16-17日，蓝牙音频行业技术产业盛会2024（春季）亚洲音频展在深圳福田会展中心正式举行！2024年，GREENWAVES携基于AI降噪的创新GAP9处理器亮相本届盛会，带大家亲身体验GAP9处理器的卓越之处！与公司的资深工程师展开深入交流，包括GreenWaves如何巧妙融合DSP和AI技术，突破功耗限制，为可穿戴设备和物联网产品注入创新活力，打造用户心仪的卓越体验。
原厂动态 发布时间 : 2024-08-08
MCU AI/ML - Bridging the Gap Between Intelligence and Embedded Systems
In this blog, we will examine the intersection of MCU technology and AI/ML, and how it affects low-power edge devices. We‘ll discuss the difficulties, innovations, and practical use cases of running AI on battery-operated MCUs.
技术探讨 发布时间 : 2024-11-09
GreenWaves’ GAP9 Hearables Platform Enables State-of-the-art Features Such as Scene-aware Active Noise Cancellation and Neural network-based Noise Reduction
GreenWaves’ GAP9 hearables platform enables state-of-the-art features such as scene-aware active noise cancellation and neural network-based noise reduction with no compromise in area, cost or energy.
产品 发布时间 : 2024-08-15
Greenwaves与世强控股的代理协议
描述- In July 2022, Greenwaves Technologies and Sekorm Limited signed a non-exclusive distributor agreement.
Longsys and Western Digital Expand Business Cooperation to Serve the Mobile Phone Storage Market in Greater China
Longsys announced that it is extending its relationship with Western Digital to actively explore and jointly support new market opportunities for the next wave of AI-enabled mobile storage devices and applications.
原厂动态 发布时间 : 2024-04-09
GreenWaves Presented at Edge AI Summit in 18-20 November 2020
Greenwaves Technologies was proud to be a sponsor of the Edge AI virtual summit in 18-20 November 2020. Greenwaves presented GAP IoT application processors based on RISC-V architecture and will share knowledge and expertise in Edge Computing and Artificial intelligence.
原厂动态 发布时间 : 2024-08-09
授权代理品牌：集成电路
授权代理品牌：分立元件
授权代理品牌：接插件及结构件
授权代理品牌：部件、组件及配件
授权代理品牌：电源及模块
授权代理品牌：电子材料
授权代理品牌：仪器仪表及测试配组件
授权代理品牌：电工工具及材料
授权代理品牌：机械电子元件
授权代理品牌：加工与定制
我要提问
登录 | 立即注册
提交评论