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Lattice sensAI 3.0 Solutions Stack Doubles Performance, Cuts Power Consumption in Half for Edge AI Applications

Lattice sensAI 3.0 Solutions Stack Doubles Performance, Cuts Power Consumption in Half for Edge AI Applications

Enhanced Version of Award-winning Solutions Stack Now Available on Low Power, 28 nm FD-SOI-based Lattice CrossLink-NX FPGAs

Lattice Semiconductor Corporation  launched the latest version of its complete solutions stack for on-device AI processing at the Edge, Lattice sensAI™ 3.0. The latest version of the stack includes support for the CrossLink-NX™ family of FPGAs for low power smart vision applications and features customized convolutional neural network (CNN) IP, a flexible accelerator IP that simplifies implementation of common CNN networks and is optimized to further leverage the parallel processing capabilities of FPGAs. With the addition of support for CrossLink-NX FPGAs, Lattice sensAI brings new levels of power and performance to smart vision applications in the surveillance/security, robotics, automotive, and computing markets.

To address data security, latency, and privacy issues, developers want to move the AI processing that powers their smart vision and other AI applications from the cloud to the Edge. Most Edge devices are battery-powered or otherwise sensitive to power consumption, so developers need hardware and software solutions that deliver the processing capabilities needed for AI applications, while keeping power consumption as low as possible. By enhancing the sensAI stack, Lattice is widening the range of power and performance options available to customers. For applications like smart vision that require higher Edge AI performance, CrossLink-NX FPGAs running sensAI software deliver twice the performance at half the power when compared to prior releases of the solutions stack.

“With enhancements optimized for our new low power CrossLink-NX family of FPGAs, the latest release of our Lattice sensAI stack provides a compelling blend of performance and power consumption,” said Hussein Osman, Market Segment Manager, Lattice Semiconductor. “Lattice is building on the success we’ve had to date with sensAI by continually improving the stack’s capabilities and ease-of-use for customers by releasing new, ready-to-implement application demos and reference designs for popular AI applications.”

New and updated features of the sensAI solutions stack include:

  • New CNN engine IP and compiler support for CrossLink-NX – the stack now supports a customized CNN accelerator IP running on a CrossLink-NX FPGA that takes advantage of the underlying parallel processing architecture of the FPGA. Updates to the NN compiler software tool let developers easily compile a trained NN model and download it to a CrossLink-NX FPGA.
  • CrossLink-NX-based object counting demo - a VGG-based object counting demo operating on a CrossLink-NX FPGA delivers 10 frames-per-second while consuming only 200 mW. Object counting is a common smart vision application used in the surveillance/security, industrial, automotive, and robotics markets.
  • Optimized FPGA architecture for CrossLink-NX – when running on a CrossLink-NX FPGA, the sensAI solutions stack offers up to 2.5 Mb of distributed memory and block RAM and additional DSP resources for efficient on-chip implementation of AI workloads to reduce the need for cloud-based analytics.
  • Up to 75 percent lower power consumption – CrossLink-NX FPGAs are manufactured in a 28 nm FD-SOI process that delivers a 75 percent reduction in power in comparison to similar competing FPGAs.
  • High-performance I/O – many components (images sensors, applications processors, etc.) used in smart vision systems require support for the MIPI I/O standard. One of the target applications for sensAI is smart vision, and CrossLink-NX devices are currently the only low-power FPGAs to deliver MIPI I/O speeds of up to 2.5 Gbps. This makes CrossLink-NX FPGAs an ideal hardware platform for sensAI applications requiring MIPI support. CrossLink-NX FPGA’s I/Os offer instant-on performance and are able to configure themselves in less than 3 ms, with full-device configuration in as little as 8 ms.
  • Increased neural network architecture support – previous versions of sensAI supported the VGG and MobileNet v1 neural network models. The latest version of the stack adds support for the MobileNet v2, SSD, and ResNet models on the Lattice ECP5™ family of general-purpose FPGAs.

For more information the Lattice sensAI solutions stack, please visit https://www.latticesemi.com/sensAI.

For more information about Lattice CrossLink-NX FPGAs, please visit https://www.latticesemi.com/CrossLink-NX.

2020052101 / 21.05.2020 / Various / Lattice Semiconductor /

Lattice sensAI 3.0 Solutions Stack Doubles Performance, Cuts Power Consumption in Half for Edge AI Applications
Lattice sensAI 3.0 Solutions Stack Doubles Performance, Cuts Power Consumption in Half for Edge AI Applications
Enhanced Version of Award-winning Solutions Stack Now Available on Low Power, 28 nm FD-SOI-based Lattice CrossLink-NX FPGAs
.....
New Lattice mVision Solutions Stack Accelerates Low Power Embedded Vision Development
Lattice Extends its Leadership in Delivering Complete, Easy-to-Use Solutions Stacks
.....
New Lattice mVision Solutions Stack Accelerates Low Power Embedded Vision Development 
Lattice Diamond FPGA Development Tool Receives Key Industrial and Automotive Functional Safety Certifications 
Lattice Diamond FPGA Development Tool Receives Key Industrial and Automotive Functional Safety Certifications
Lattice Semiconductor Corporation announced that its easy to use Lattice Diamond® FPGA design and verification software environment (version 3.10 Service Pack 3) is certified as compliant with the IEC 61508 and ISO 26262 functional safety standards.
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Lattice Announces New Low Power FPGA Platform
Lattice Nexus Platform on Samsung Foundry 28 nm FD-SOI Delivers Solution, Architecture and Circuit-Level Innovations to Enable Low Power Edge Applications
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Lattice Announces New Low Power FPGA Platform
Lattice Accelerates FPGA Design with New Lattice Radiant 2.0 Design Software
Lattice Accelerates FPGA Design with New Lattice Radiant 2.0 Design Software
Lattice Semiconductor Corporation announced the availability of the latest version of its popular software design tool for FPGAs, Lattice Radiant™ 2.0. In addition to adding support for higher density devices like the new CrossLink-NX™ FPGA family, the updated design tool also offers new features that make it faster and easier than ever to develop Lattice FPGA-based designs.
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New Lattice CrossLink-NX FPGAs Bring Power and Performance Leadership to Embedded Vision and Edge AI Applications
Lattice Semiconductor Corporation announced the first FPGA developed on its new Lattice Nexus™ FPGA platform, CrossLink-NX™. This new FPGA provides the low power, small form factor, reliability, and performance that developers need to create innovative embedded vision and AI solutions for communications, compute, industrial, automotive, and consumer systems.
.....
New Lattice CrossLink-NX FPGAs Bring Power and Performance Leadership to Embedded Vision and Edge AI Applications
Award-winning Lattice sensAI Solutions Stack Further Extends Lead in Ultra Low-power AI at the Edge
Award-winning Lattice sensAI Solutions Stack Further Extends Lead in Ultra Low-power AI at the Edge
Updated sensAI Solutions Stack Delivers Highly Accurate, Low Power AI Solutions for Industrial, Automotive, Compute, and Consumer Applications
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New Lattice CrossLinkPlus FPGAs Accelerate and Enhance Video Bridging for World-class MIPI-based Embedded Vision Systems
CrossLinkPlus family combines FPGA flexibility with instant-on panel display performance, accelerating designs in industrial, automotive, computing, and consumer applications
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New Lattice CrossLinkPlus FPGAs Accelerate and Enhance Video Bridging for World-class MIPI-based Embedded Vision Systems 
Lattice Semiconductor to Host Webinar: “Supporting MIPI in Embedded Vision System Design Using FPGA” 
Lattice Semiconductor to Host Webinar: “Supporting MIPI in Embedded Vision System Design Using FPGA”
Live webinar on August 20th, 2019 to explore using Lattice CrossLink FPGAs to enable embedded vision in industrial, automotive, and consumer applications
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Lattice Semiconductor Delivers Flexible Connectivity for Industrial Vision Applications with New CrossLink Reference Design
New SubLVDS to MIPI CSI-2 Image Sensor Bridge reference design helps machine vision and robotics applications leverage advanced application processors
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Lattice Semiconductor Delivers Flexible Connectivity for Industrial Vision Applications with New CrossLink Reference Design
Lattice sensAI Solutions Stack Receives Its Fifth Award in 2019 With the Italian Assodel Award Win
Lattice sensAI Solutions Stack Receives Its Fifth Award in 2019 With the Italian Assodel Award Win
Lattice Semiconductor Corporation announced Lattice sensAI™ solutions stack has been awarded the Assodel Award in the Industrial and Automotive Related Hardware Product category. The Assodel Award marks the fifth industry award in 2019 for Lattice sensAI.
.....
Magewell Selects Lattice Semiconductor ECP FPGA Family For Video Capture Devices
Lattice Semiconductor Corporation announced that Nanjing Magewell Electronics Co., Ltd. (“Magewell”) selected the Lattice ECP™ FPGA family to enable video processing in multiple Magewell USB 3.0 video capture devices, including the USB Capture Plus series.
.....
Magewell Selects Lattice Semiconductor ECP FPGA Family For Video Capture Devices
Lattice’s New MachXO3D FPGA Enhances Security with Hardware Root-of-Trust Capabilities 
Lattice’s New MachXO3D FPGA Enhances Security with Hardware Root-of-Trust Capabilities
FPGA Family Simplifies Implementation of Comprehensive, Flexible and Robust Hardware Security throughout Product Lifecycle
.....
Visit Lattice Semiconductor at Embedded World 2019
Learn about the latest low-power embedded vision and AI solutions for flexible, always-on edge computing
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Visit Lattice Semiconductor at Embedded World 2019
Lattice Semiconductor to Host the Vision Industry and Technology Forum – Presented by the Embedded Vision Alliance
Lattice Semiconductor to Host the Vision Industry and Technology Forum – Presented by the Embedded Vision Alliance
Forum to focus on latest developments in the practical use of computer vision in machines that understand their environment using visual means
.....
Lattice Semiconductor Appoints Mark Nelson as Corporate Vice President of Worldwide Sales
Lattice Semiconductor Corporation announced the appointment of Mark Nelson asthe company’s Corporate Vice President of Worldwide Sales, effectiveimmediately. Mr. Nelson brings extensive sales experience, industryknowledge, customer focus, and general management skills to his newrole. Prior to Lattice, Mr. Nelson was Vice President and GeneralManager of Worldwide Sales for Intel Corporation’s ProgrammableSolutions Group (PSG).
.....
Lattice Semiconductor Appoints Mark Nelson as Corporate Vice President of Worldwide Sales
Lattice Semiconductor Appoints Sherri Luther as Chief Financial Officer
Lattice Semiconductor Appoints Sherri Luther as Chief Financial Officer
Lattice Semiconductor Corporation (NASDAQ:LSCC), a leading provider ofcustomizable smart connectivity solutions, announced the appointment of Sherri Luther as the Company’s Chief Financial Offer, effectiveimmediately. Ms. Luther brings extensive strategic and financialoperations experience to her new role. Prior to Lattice, Ms. Luther wasCorporate Vice President of Finance at Coherent Inc.
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Lattice Semiconductor Appoints Esam Elashmawi as Chief Marketing and Strategy Officer
FPGA Industry Executive to Lead Lattice’s Global Corporate Marketing and Strategy to Accelerate Profitable Business Growth
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Lattice Semiconductor Appoints Esam Elashmawi as Chief Marketing and Strategy Officer
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