MACHINE LEARNING FOR ELECTRONIC SENSORS

What we do

Our machine learning technology predicts unexpected technical hardware failures

Increased Reliability

Reduce factory downtime by detecting the 53% of internal, so hidden from sight failures. ML improves production by up to 77%. ML in products enhances customers’ experience by 32%. For products, ML increases battery life and adds new features.

Predicting Expenditure

ML enables future costs to be planned for. Predicting an unscheduled failure enables long lead time parts to be bought. This saves the annual 3% of lost workdays due to faulty systems. For products, ML controls costs on product age, misuse, damage and maintenance.

Product Design

Develop products that give you instant feedback that can be acted on. We have the know-how for ML maths, software and electronics design for sensor applications. We can help with part, or all of a design.

Next Generation Electronics systems

Machine learning at the point of application

Low-power consumption electronics

Multi ARM core solutions

Real time data analysis

Off-internet systems

Fast data analysis

How does it work

Standard Sensors

Use any standard off-the-shelf sensor for machine learning. Our technology interfaces with I2C, SPI, UART and GPIO. For multiple sensors, we have developed ES2B. ES2B simplifies designs and is scalable for up to 127 devices.

Technical File

Schematics, sample code and design details and notes. Complete with EMC test data to enable you to develop machine learning. Assurance for your design team.

Customer's Own Sensors

For bespoke sensors, we can design middleware-electronics to interface between your sensor and I2C, SPI, UART, GPIO or ES2B.

Support

Work with us for technical support and design help. We design our products using existing forums for extra help.

CONFIGURABLE MACHINE LEARNING SYSTEMS

Open Innovation is our customer programme to enable you to develop your products

RUTHERFORDIUM

Research and development machine learning platform
Programmable machine learning controller dual ARM core M4-3

R&D PMLC Platform 

Two ARM cores for machine learning processes. An ARM Cortex M4 for board-level control and machine learning processes. Its ARM Cortex M3 is open for the user to program. The four-port connector is for common third-party daughterboards. This board is size 112x53mm and has onboard debug tools.

This is an R&D platform. It is easy to use. Either as a platform or a reference design. Many third-party daughterboards can be plugged in. Can be programmed using any ARM software suite. Early-stage product designs start here. Application includes IoT machine learning, monitoring and security.

Four-port connector is for common third-party daughterboards. Ports are ‘power’, ‘analogue’ and two ‘digital’. I2C and SPI combine for an enhance serial bus. Daughterboards can be sensors for IoT, displays and co-processors.


Features and benefits:

1W (5Vdc, 200mA) operation
Power monitoring and management
USB debug interface
JTAG and USB program ports
Enhanced serial bus
On-board accelerometer and temperature sensors
SD card to store data and machine learning
Multiple LED for user and debug status
Machine learning ARM core Cortex M3
User-programmable ARM core Cortex M4
Nano-amp real-time clock with backup power
Four-port connector for third-party plug-in daughterboards
In-product anti-counterfeit technology

R&D PMLC Platform 

Two ARM cores for machine learning processes. An ARM Cortex M4 for board-level control and machine learning processes. Its ARM Cortex M3 is open for the user to program. The four-port connector is for common third-party daughterboards. This board is size 112x53mm and has onboard debug tools.

This is an R&D platform. It is easy to use. Either as a platform or a reference design. Many third-party daughterboards can be plugged in. Can be programmed using any ARM software suite. Early-stage product designs start here. Application includes IoT machine learning, monitoring and security.

Four-port connector is for common third-party daughterboards. Ports are ‘power’, ‘analogue’ and two ‘digital’. I2C and SPI combine for an enhance serial bus. Daughterboards can be sensors for IoT, displays and co-processors.

More

R&D

Application notes

Real time data analysis

Electromagnetic compliant

Third-party component datasheets

EINSTEINIUM

DIN rail enclosed for fast deployment
Programmable machine learning controller quad ARM core M7-4-3-3

R&D PMLC Platform 

Four ARM cores for machine learning processes. An ARM Cortex M7-M4-M3-M3 for advanced sensor machine learning processes. It is deployment-ready and can fit into DIN rail mount enclosures.

This is a complete platform. It is easy to use. Either as a platform, or a reference design ARM core interfacing is a register control system with handshaking. On-board there are accelerometers, temperature and GPS. Data is output by Bluetooth, or SD card. The enhanced serial bus allows extra sensors to be added.

The board can be a reference design or deployed in a DIN enclosure. We provide technical support for design and many third-party forums are available. programming is by any ARM software suite.

 

Features and benefits:

2.5W (5Vdc, 500mA) operation
Power monitoring and management
USB debug interface
JTAG program ports
Enhanced serial bus and differential enhanced serial bus
On-board dual-accelerometer, temperature GPS sensors
SD card to store data and machine learning
Bluetooth 4.0 for mobile interface
Multiple LED for user and debug status
System administration control ARM core Cortex M3
Machine learning ARM core Cortex M3 and M4
User programmable ARM core Cortex M7
Nano-amp real-time clock with backup power
Four-port connector for third-party plug-in daughter boards
In-product anti-counterfeit technology.

R&D PMLC Platform 

Four ARM cores for machine learning processes. An ARM Cortex M7-M4-M3-M3 for advanced sensor machine learning processes. It is deployment-ready and can fit into DIN rail mount enclosures.

This is a complete platform. It is easy to use. Either as a platform, or a reference design ARM core interfacing is a register control system with handshaking. On-board there are accelerometers, temperature and GPS. Data is output by Bluetooth, or SD card. The enhanced serial bus allows extra sensors to be added.

The board can be a reference design or deployed in a DIN enclosure. We provide technical support for design and many third-party forums are available. programming is by any ARM software suite.

More

CONFIGURABLE MACHINE LEARNING

Reduced supervised learning for large data streams from electronic sensors

BARYON

Programmable machine learning controller integrated circuits

Machine Learning Chips

 

Easy to use chips for circuit designers. Tailored for use. They are the machine learning heart of customer designed systems.

Mathematics and processes in software on-chip. Procedures in all parts of machine learning. Easy to add to hardware designs. Accessed via our Open Innovation plan.

Enhanced serial-serial bus (ES2B) is a five-wire communication bus in chips. It is for adding multiple I2C/SPI devices. ESB reduces microprocessor signals, improves board connectivity to sensors and improves EMC.

Machine learning, ES2B and debug features are programmable to a wide range of chips and footprints.

Machine Learning Chips

Easy to use chips for circuit designers. Tailored for use. They are the machine learning heart of customer designed systems.

Mathematics and processes in software on-chip. Procedures in all parts of machine learning. Easy to add to hardware designs. Accessed via our Open Innovation plan.

More

REGULATORY COMPLIANT SYSTEMS

Electromagnetic compliant by design

Add bolt-ons with confidence of conformity

Design notes and support to assist your developments

OPEN INNOVATION

Develop your products with our Open Innovation programme and generate intellectual property

open innovation

Open Innovation for product development

Open Innovation is our plan for customer machine learning products. Use our platforms and knowhow to build your product. We help product design to be faster and cheaper. Our electronics, software and mathematics can be used for any purpose.

Our platforms are the start for product design. Pre-production and compliance testing follow. Full production is the final phase with any needed testing programmes. All our schematics and software are as modules and tested to simplify the design process. For chip products, our designs have a simple register control.

We run a non-disclosure and licence to access our know-how. Our machine learning electronics and software designs are in-house. Initial design phase does not rely on third-party work. This preserves trade secrets and simplifies ownership.

Open Innovation for product development

Open Innovation is our plan for customer machine learning products. Use our platforms and knowhow to build your product. We help product design to be faster and cheaper. Our electronics, software and mathematics can be used for any purpose.

More

Get in touch

Address

Cambridge Micrologic Limited
Eagle Lab
28 Chesterton Road
Cambridge
CB4 3AZ
Great Britain

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