莱迪思网络边缘AI(Edge AI)和FPGA解决方案

专为远边缘和近传感器应用设计的视觉与音频智能技术

赋能开发者在远边缘构建更智能、更快速的智能系统

随着对智能、低延迟应用的需求不断增长,开发者正越来越多地转向针对远边缘和近传感器应用优化的AI解决方案。这些解决方案注重响应速度、能效和计算约束,并且必须能够跟上AI算法的快速迭代。

莱迪思的网络边缘AI FPGA硬件与软件解决方案组合,简化了专用预训练AI模型的部署流程,使汽车、工业和消费市场中的计算机视觉与音频应用能够更轻松地构建和扩展实时的边缘智能。莱迪思标志性的低功耗、小尺寸FPGA在其产品生命周期内具备卓越的适应性和并行处理能力。凭借全球已出货超5000万片边缘AI器件的经验,莱迪思为边缘端的可扩展、低延迟创新提供了值得信赖的路径。

主要特性

Production ready AI-Models
专用的预训练人工智能模型

针对常见视觉和音频用例的预训练模型可减少开发时间和工作量。

Proven Global Adoption
经全球验证的广泛应用

已出货的网络边缘人工智能器件超过5000万片—深受全球领先开发商和原始设备制造商的信赖。

Multi-Platform Support
支持多平台部署

在FPGA、x86和ARM CPU上运行人工智能工作流,为各种网络边缘硬件提供灵活性。

Low Power, Low Latency
低功耗、低延迟

专为对能效和实时响应要求极高的近距离传感器应用而优化。


End to End Development Workflow
端到端开发工作流程

使用莱迪思sensAI Studio无缝地训练、量化、编译和部署人工智能模型。

Visualization Tool and SDK
可视化工具和SDK

莱迪思网络边缘视觉引擎为莱迪思的计算机视觉模型和SDK提供可视化工具。

Framework Compatibility
架构兼容性

使用流行的机器学习框架(包括TensorFlow、Keras和ONNX)无缝集成现有工作流。

Ready-to-Use Ref designs
易于使用的参考设计

利用预构建的和经过测试的参考设计加快开发周期,这些设计涵盖各种不同的用例。

跳转到

Block Diagram

Lattice Avant FPGA Fabric for Humanoids

The Lattice Avant FPGA is the central control hub, performing sensor fusion, edge AI, and safety coordination through the Lattice sensAI and Lattice Automate solution stacks. Perception sits at the head, where a Lattice mVision pipeline processes vision and lidar inputs. Each arm is driven by a Lattice CertusPro-NX FPGA for servo and haptic control, while a Lattice MachXO5-NX FPGA provides dedicated safety and power management aligned to the IEC 62061 and ISO 13849 functional safety standards. The legs rely on Lattice Nexus FPGAs for gait and balance, connecting through EtherCAT and I/O-Link field interfaces for deterministic, real-time communication. Together, these nodes form a unified low power FPGA fabric operating at less than 1 W per node.

产品

Lattice Nexus 2

Lattice Nexus 2小型FPGA平台提供先进的互连、优化的功耗和性能以及领先的安全性。

Lattice Nexus

Lattice Nexus小型FPGA平台可实现低功耗、可靠的高性能设计。

Lattice Avant

Lattice Avant中端FPGA平台提供行业领先的25 Gbps SERDES、硬核PCIe®和外部存储PHY接口。

Lattice Avant-E

Lattice Avant-E FPGA拥有高逻辑密度、充足的DSP和嵌入式存储以及LPDDR4支持,可实现超低延迟、低功耗的AI处理,是视觉、机器人和工业自动化等实时网络边缘应用的理想之选。

Lattice CertusPro NX

Lattice CertusPro-NX FPGA针对网络边缘人工智能应用进行了优化,拥有多达100k逻辑单元、充足的片上存储器、多达156个DSP和低功耗特性,同时支持LPDDR4、PCIe Gen3和10G SERDES,使其成为传感器附近实时并行处理的理想选择,最大程度降低延迟。

Lattice CrossLink-NX

Lattice CrossLink-NX FPGA专为网络边缘人工智能应用而设计,提供高达40k逻辑单元、高内存逻辑比和低功耗特性,支持硬核或软件MIPI D-PHY、PCIe或USB 3.2接口选项,是嵌入式视觉和人工智能推理的理想之选。

Lattice iCE40 UltraPlus

Lattice iCE40 UltraPlus是超低功耗网络边缘AI应用的理想之选,具有多达5280个LUT、超低静态电流(75 µA)和软神经网络IP,可通过高效的模式匹配和AI推理实现始终在线的智能应用。

解决方案集合

Lattice mVision

The Lattice mVision solution stack includes everything embedded vision system designers need to evaluate, develop, and deploy FPGA-based embedded vision applications, such as machine vision, robotics, ADAS, video surveillance, and drones.

Lattice sensAI

Lattice sensAI解决方案集合加速了网络边缘灵活、低功耗推理的集成。它提供了评估、开发和部署基于FPGA的机器学习和人工智能解决方案所需的一切。

Lattice sensAI Studio

Lattice sensAI Studio是一个简化的、用户友好的开发环境,可毫不费力地将机器学习模型部署到莱迪思的低功耗FPGA平台上。利用Lattice sensAI Studio,开发人员可以使用预训练资产或他们自己的数据集,专门针对莱迪思FPGA训练、优化和部署人工智能模型。

Lattice sensAI™边缘视觉引擎

Lattice sensAI边缘视觉引擎为开发人员提供了先进的人工智能和机器学习能力,它具备复杂的计算机视觉功能,还有一个摄像头查看器,旨在实现高效的可视化。通过将计算机视觉和音频人工智能快速集成在莱迪思硬件和通用处理器上,大大加快了开发速度。

Lattice Sentry

服务

莱迪思设计集团(LDG)

Lattice Design Group将我们团队在莱迪思产品、软件和解决方案方面的丰富经验用于解决您的应用挑战。

视频

FPGA for AI Acceleration

FPGA for AI Acceleration

Because of their flexibility and programmability, FPGAs offer unique opportunities for AI acceleration. Thanks to a reconfigurable fabric for data processing, they can be deployed at the edge or in datacenters and servers. In this on-demand webinar, the panel talks about how to design for FPGA with AI acceleration in mind, and what is required for success.

Date: April 2, 2026 (English) Watch Now

Humanoids: Are They Safe & Secure?

Humanoids: Are They Safe & Secure?

The global humanoid market is projected for explosive growth over the next several years. As these robots increasingly move from research environments to commercial deployments, designers face a variety of challenges. Humanoid safety often takes center stage as a core challenge, but safety without security falls short as humanoids increasingly interact directly with people. Watch this Security Seminar with Lattice, SEALSQ, and Promwad Electronics Design to learn about the evolving landscape of humanoids and security.

Date: March 31, 2026 (English) Watch Now

Single‑Chip EtherCAT® Motor Control on Lattice FPGAs

Single‑Chip EtherCAT® Motor Control on Lattice FPGAs

This demo showcases an integrated EtherCAT motor control solution implemented on a single Lattice FPGA, designed for real‑time motion control nodes in industrial automation systems. The design combines cyclic EtherCAT process data exchange with a deterministic field‑oriented control (FOC) motor control subsystem, delivering high‑dynamic performance with minimal latency. An embedded RISC‑V processor manages configuration and application control, while single‑chip integration consolidates EtherCAT communication, the FOC control loop, and encoder interfaces to reduce BOM, save board space, and improve system determinism.

Date: March 25, 2026 (English) Watch Now

Multi‑sensor 10GbE Aggregation for NVIDIA Holoscan Using Lattice FPGAs

Multi‑sensor 10GbE Aggregation for NVIDIA Holoscan Using Lattice FPGAs

This demo highlights the DA322 Holoscan Adapter from Tauro Technologies, a compact multi‑sensor aggregation platform built on a low power Lattice CertusPro‑NX FPGA. The solution supports four MIPI CSI‑2 camera inputs and aggregates HDMI, MIPI, or GMSL data into a single 10 GbE stream for efficient sensor ingest. Using RDMA, the platform feeds synchronized, high‑bandwidth data directly into NVIDIA Orin or Thor™ systems for real‑time visualization. With Precision Time Protocol (IEEE 1588‑2019), flexible multi‑function I/O, and an SFP+ 10 Gbps interface, the design enables scalable, space‑efficient sensor integration for advanced edge AI and visualization applications.

Date: March 25, 2026 (English) Watch Now

FPGA‑accelerated 3D Sensing for Humanoid Robot Manipulation

FPGA‑accelerated 3D Sensing for Humanoid Robot Manipulation

This demo showcases a miniaturized 3D sensor module built on AIRY3D’s patented TDM technology, mounted on a humanoid robotic arm and interfaced with the Lattice CrossLink-NX 40 FPGA. The FPGA offloads the majority of depth computation, reducing system load and enabling efficient operation alongside an application processor such as the NVIDIA Jetson Orin Nano. With a wide field of view and no occlusion, the sensor delivers accurate near‑field depth awareness. This capability opens new opportunities for robotic grasping, in‑hand manipulation, and end‑effector‑mounted perception, supporting more responsive and intelligent humanoid robotics systems.

Date: March 25, 2026 (English) Watch Now

The Rise of Companion Silicon: Rethinking AI Architecture from Edge to Cloud

The Rise of Companion Silicon: Rethinking AI Architecture from Edge to Cloud

As AI systems scale from datacenters to the edge, the architectural conversation is shifting. It’s no longer just about CPUs and GPUs. Companion silicon is becoming foundational to how intelligent systems are built, controlled, and secured. Hosts of the Six Five podcast Patrick Moorhead and Daniel Newman are joined for this webinar by Lattice CEO Ford Tamer to explore why FPGA attach rates are rising and how small and mid-range, low-power devices are driving real system-level value across AI infrastructure and how Lattice is ideally positioned as the “everywhere companion chip” provider from the edge to the cloud.

Date: February 23, 2026 (English) Watch Now

Real-time AI Sensor Fusion with e-con Systems' Holoscan Camera Solutions Using Lattice FPGA for NVIDIA Jetson Thor Platform

Real-time AI Sensor Fusion with e-con Systems' Holoscan Camera Solutions Using Lattice FPGA for NVIDIA Jetson Thor Platform

Watch this on demand webinar with experts from NVIDIA, e-con Systems, and Lattice demonstrating how Holoscan camera solutions leverage Lattice FPGAs to efficiently bridge and synchronize diverse sensors on the NVIDIA Jetson Thor platform.

December 17, 2025 (English) Watch Now

Industrial HMI Demo: Intelligent Operator Recognition and Control

Industrial HMI Demo: Intelligent Operator Recognition and Control

Experience a cutting-edge industrial human-machine interface (HMI) that features advanced operator attention sensing and identification. This demo enables seamless interaction with machinery, delivering real-time insights and precise control for enhanced operational efficiency.

Date: September 14, 2025 (English) Watch Now

Edge AI Model Deployment: HMI Case Study

Edge AI Model Deployment: HMI Case Study

Explore how to deploy edge AI human-machine interfaces (HMIs) in environments with tight thermal, power, memory, and compute constraints. As sensor networks grow and AI models push further to the edge, extracting real-time intelligence becomes both powerful and complex. In this on-demand webinar, you’ll learn practical strategies and gain expert guidance to overcome these challenges with low power FPGAs.

Date: September 9, 2025 (English) Watch Now

文档

资讯资源
标题编号版本日期格式文件大小
选择全部
莱迪思sensAI产品手册
I02658.04/4/2025PDF914.3 KB
标题编号版本日期格式文件大小
选择全部
Enhancing Human-Machine Interfaces with Advanced User Context Awareness
WP00451.07/9/2025PDF4.5 MB
Hardware-Synchronized VSLAM with ADI IMUs and the Lattice Holoscan Sensor Bridge Solution
WP00561.08/6/2026PDF2.8 MB
Human-Machine Interface Applications Enabled by Lattice sensAI Edge Vision Engine
WP-SB00041.05/20/2025PDF3.7 MB
Maximize Precision and Throughput with 3D Vision for Manufacturing and Industrial Robotics
WP-SB00111.06/23/2026PDF2.2 MB
Random Bin Picking Based On Structured-Light 3D Scanning
WP00432.05/22/2025PDF3.7 MB
Securing the Future of Humanoid Robotics with TPM-anchored FPGAs with Post-quantum Cryptography
WP00532.04/23/2026PDF3.3 MB
Sensor Hub For Near-Sensor Low-Latency Data Fusion In AI Systems
WP00442.05/22/2025PDF5.1 MB
The Acoustic Modality in Autonomous Robotics
WP00551.07/15/2026PDF2.6 MB
加速实现网络边缘低功耗人工智能应用
WP-SB00071.03/4/2026PDF2.4 MB
莱迪思 Crosslink-NX:专注网络边缘嵌入式 视觉处理
1.01/18/2020PDF523.2 KB