Medical

Low Power, Small Footprint ideal for Portable Medical Devices

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Medical Imaging and diagnostics devices are expanding rapidly, with many more use cases addressed by convenient, low cost Portable Medical Devices. Lattice simplifies and expands Medical Device capabilities by offering these benefits:

  • Camera Processing
  • Display Interfacing and Processing
  • Low latency interconnect
  • Artificial Intelligence
  • Sensor Interfacing and Aggregation
  • Flexible I/O expansion options

Lattice FPGAs are optimized for Medical Devices, offering the following benefits:

  • Up to 75% lower power than similar FPGAs
  • Small form factors – from 4mm x 4mm
  • Optimized MIPI Sensor and Display Interfacing
  • Scalable Performance
  • Lattice Stacks: Lattice mVision and Lattice sensAI

Lattice solutions stacks provide ready-to-go flexible IP building blocks, reference designs and platforms to further speed development of products.

Medical

Jump To

Block Diagram

Medical Block Diagram

Example Use Cases

Camera ProcessingExpand Image

Medical Camera Processing

  • Sensor Interface, Hardened MIPI, SLVS EC, LVDS
  • Customizable ISP for image processing
  • Lattice sensAI Artificial Intelligence for object/defect detection
  • Interface - GigE Vision, USB3 Vision, CoaxPress
Display Touchscreen InterfacingExpand Image

Display / Touchscreen Interfacing

  • Graphics processing
  • MIPI Interfacing
  • External / Soft CPU interfacing
Sensor AggragationExpand Image

Sensor Aggregation

  • Sensor Interfacing
  • Sensor Pre-processing
  • CPU Offload

Reference Designs

Barcode Detection Reference Design

Reference Design

Barcode Detection Reference Design

Exhibits the barcode detection using CertusPro-NX Voice & Vision Machine Learning Board & its camera barcode detection potential based on Yolov5 NN models.
CertusPro-NX 
Machine Learning/AI, Lattice sensAI, Barcode Detection 
Barcode Detection Reference Design
Defect Detection Reference Design

Reference Design

Defect Detection Reference Design

Enables real-time identification and classification of defects in manufacturing, assembly, and inspection processes at the edge.
CertusPro-NX 
D-PHY, OSPI, PCIe, USB, SPI, I2C, AXI, APB, Lattice sensAI 
Defect Detection Reference Design
MIPI CSI-2 to HDMI Reference Design

Reference Design

MIPI CSI-2 to HDMI Reference Design

MIPI CSI-2 to HDMI Reference Design includes the synthesizable MIPI-HDMI core design & stimulus generators, checkers, & a testbench necessary to simulate the design
Avant-E 
Lattice mVision, MIPI, HDMI, CSI-2, I2C 
MIPI CSI-2 to HDMI Reference Design
Multi Object Detection Reference Design

Reference Design

Multi Object Detection Reference Design

Enables real-time detection, classification, and tracking of multiple objects in images and video streams at the edge.
CertusPro-NX 
D-PHY, OSPI, PCIe, USB, SPI, I2C, AXI, APB, Lattice sensAI 
Multi Object Detection Reference Design
Lattice mVision MIPI Video Sensor to PCIe Bridge Reference Design

Reference Design

Lattice mVision MIPI Video Sensor to PCIe Bridge Reference Design

Reference Design that shows transfer of sensor data to the computer memory and rendering of the data as video on the computer screen using the software driver.
CertusPro-NX 
Lattice mVision, MIPI, CSI-2, DMA, PCIe, Nexus PCIe, Avionics 
Lattice mVision MIPI Video Sensor to PCIe Bridge Reference Design
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Demos

Lattice Image Signal Processing Demo

Demo

Lattice Image Signal Processing Demo

Provides a complete ISP example design on the Lattice ECP5 FPGA for the Embedded Vision Development Kit, ideal for Industrial, Medical, and Automotive applications.
ECP5 / ECP5-5G, CertusPro-NX 
Image Signal Processing, Lattice mVision, Space, Defense, Satellite Communications, Launchers 
Lattice Image Signal Processing Demo
Multi Object Detection Demonstration

Demo

Multi Object Detection Demonstration

Enabling real-time detection, classification, and tracking of multiple objects in diverse environments.
CertusPro-NX 
D-PHY, OSPI, PCIe, USB, SPI, I2C, AXI, APB, Lattice sensAI 
Multi Object Detection Demonstration
Barcode Detection Demonstration

Demo

Barcode Detection Demonstration

This demo implements an algorithm for barcode detection using the CertusPro-NX Voice and Vision Machine Learning Board.
CertusPro-NX 
Machine Learning/AI, Lattice sensAI, Barcode Detection 
Barcode Detection Demonstration
Defect Detection Demonstration

Demo

Defect Detection Demonstration

Enabling real-time detection and classification of defects in manufacturing, assembly, and inspection processes.
CertusPro-NX 
PCIe, USB, SPI, I2C, AXI, APB, D-PHY, OSPI, Lattice sensAI 
Defect Detection Demonstration
Human to Machine Interfacing Demonstration

Demo

Human to Machine Interfacing Demonstration

Human-to-machine interface demo uses FPGA-accelerated NN models for detecting, positioning, and identifying persons.
CrossLink-NX 
NN Models, Person Detection, UART, Lattice sensAI, sensAIEdgeVisionSDK 
Human to Machine Interfacing Demonstration
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IP Cores

Image Signal Processing IP Cores Suite

IP Core

Image Signal Processing IP Cores Suite

The Lattice mVision ISP IP Core implements ISP pipelines for image quality enhancements in embedded designs based on Lattice FPGA devices.
CrossLink-NX, Certus-NX, CertusPro-NX, Avant-E, Avant-G, Avant-X, Certus-N2 
AXI, AXI-Stream, AXI-Lite Interface, AWB, Camera, CCM, CFA Interpolation, Debayer, Image Processing, Image Signal Processing, Lattice mVision, RGB, Defense, Avionics 
Image Signal Processing IP Cores Suite
Advanced CNN Accelerator IP

IP Core

Advanced CNN Accelerator IP

Calculates full layers of Neural Network including convolution layer, pooling layer, batch normalization layer, and fully connected layer.
CertusPro-NX, Avant-E, Avant-X 
Machine Learning/AI, Lattice sensAI, Object Detection, Object Identification, Home Control Appliances & Security, IoT & Wearables, CNN Bundle, Avionics 
Advanced CNN Accelerator IP
CNN Plus Accelerator IP Core

IP Core

CNN Plus Accelerator IP Core

CNN Plus IP is a flexible accelerator IP that simplifies implementation of Ultra-Low power AI by leveraging capabilities of Lattice FPGAs.
CrossLink-NX, Certus-NX, CertusPro-NX 
Machine Learning/AI, Lattice sensAI, AR / VR & Drones, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, UAVs, Automotive, CNN Bundle 
CNN Plus Accelerator IP Core
Helion IONOS Image Signal Processing IP Portfolio

IP Core

Helion IONOS Image Signal Processing IP Portfolio

Comprehensive, high-quality, highly-configurable ISP solution from Helion Vision, from basic to advanced High Dynamic Range Imaging (HDRI) color pipelines.
MachXO, LatticeXP2, LatticeECP3, CrossLink, ECP5 / ECP5-5G, CrossLink-NX 
HDR, Image Processing, Video Tx/Rx, Lattice mVision, Automotive, Avionics 
Helion IONOS Image Signal Processing IP Portfolio
Byte to Pixel Converter IP Core

IP Core

Byte to Pixel Converter IP Core

Byte-to-Pixel Converter IP converts CSI-2/DSI standard based video payload packets from D-PHY Receiver Module output to pixel format.
Certus-N2, Avant-E, Avant-G, Avant-X, MachXO5-NX, CrossLink-NX, Certus-NX, CertusPro-NX 
MIPI, Modular MIPI/D-PHY, Parallel Video, Video Tx/Rx, Lattice mVision, Home Control Appliances & Security, IoT & Wearables, Notebooks & PCs, Printers, Smart Toys & Robots, Tablets, Guidance Systems, Automotive, Space, MIPI Bundle, Lattice Drive, Satellite Communications, Launchers, Smart munitions 
Byte to Pixel Converter IP Core
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Development Kits & Boards

CertusPro-NX Versa Board

Board

CertusPro-NX Versa Board

CertusPro-NX Versa Board supports a wide range industry standards such as MIPI, SFP+, 10 GbE, LPDDR4 and PCIe (Gen3) for rapid prototyping and testing.
CertusPro-NX 
Lattice mVision, MIPI, LPDDR4, PCIe, Video Tx/Rx, IoT & Wearables, Smart Toys & Robots, Home Control Appliances & Security, Notebooks & PCs, Tablets, Printers, AR / VR & Drones, SFP, Lattice ORAN, Lattice Automate, GPIO Control, I2C, PMOD, SERDES, SMA, SPI, UART, Automotive, Industrial Networking, Embedded, HSB, Customizable HSB 
CertusPro-NX Versa Board
Embedded Vision Development Kit

Board

Embedded Vision Development Kit

Three-board Video Interface Platform (VIP) modular kit. Includes 2 MIPI/D-PHY camera input, FPGA processing, HDMI output. More Input/Output boards available.
CrossLink, ECP5 / ECP5-5G 
3D Video, Camera, DDR SDRAM, HDMI, Image Processing, Machine Learning/AI, Signal Aggregation, Video Tx/Rx, VIP, Lattice mVision, IoT & Wearables, Smart Toys & Robots, Home Control Appliances & Security, Notebooks & PCs, Tablets, Printers, AR / VR & Drones, UAVs 
Embedded Vision Development Kit
CertusPro-NX PCIe Bridge Board

Board

CertusPro-NX PCIe Bridge Board

The CertusPro-NX PCIe Bridge Board enables video bridge capabilities to PCIe and embedded vision type applications.
CertusPro-NX 
Lattice mVision, Lattice ORAN, PCIe, JTAG, SPI Flash, LPDDR4, PMOD, SERDES, X/S/RGMII, Industrial Networking, FMC 
CertusPro-NX PCIe Bridge Board
CertusPro-NX System on Module (SoM) Board

Board

CertusPro-NX System on Module (SoM) Board

CertusPro-NX SOM Board is a comprehensive platform for rapid prototyping, proof-of-concept development, and demonstration of high-performance embedded and AI-driven applications.
CertusPro-NX 
SOM, RPi, HyperRAM, MIPI, PCIe, Lattice sensAI 
CertusPro-NX System on Module (SoM) Board
CrossLinkU-NX System on Module (SoM) Board

Board

CrossLinkU-NX System on Module (SoM) Board

This SOM provides direct access to CSI-2 input, USB 3.1 Device interface, digital I/O, and an Always-On (AON) feature, enabling advanced functionality with lowest power footprint in compact designs.
CertusPro-NX 
SOM, RPi, HyperRAM, MIPI, PCIe, Lattice sensAI 
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