Microchip reduces power needs for AI functions

Compute power for artificial intelligence (AI) inference at the edge is reduced, says Microchip, when using the memBrain neuromorphic memory technology.

AI processing is moving from the cloud to the edge of the network, meaning that battery powered and deeply embedded devices are challenged to perform AI functions, such as computer vision and voice recognition.

Via its subsidiary, Silicon Storage Technology (SST), Microchip offers the memBrain which is based on SuperFlash technology and optimised to perform vector matrix multiplication (VMM) for neural networks. The memory technology is claimed to improve system architecture implementation of VMM through an analogue in-memory compute approach, which, in turn, is claimed to enhance AI inference at the edge.

Current neural net models may require 50M or more synapses (weights) for processing which can challenge off-chip DRAM bandwidths, causing a bottleneck for neural net computing and an increase in overall compute power. The memBrain stores synaptic weights in the on-chip floating gate, which significantly improves system latency, says Microchip. Compared to traditional digital DSP and SRAM/DRAM based approaches, it delivers 10 to 20 times lower power and “significantly reduced overall bill of materials (BOM)”.

The memBrain is expected to advance machine learning (ML) capacities in edge devices, with reduced power in memory compute operations in AI.

SST will present Microchip’s memBrain product tile array-based architecture at the AI/ML session track on flash performance scaling at the 2019 Flash Memory Summit this week (6 to 8 August 2019) at the Santa Clara Convention Center in Santa Clara, California, USA.

SST offers design services for memBrain and SuperFlash technology and a software toolkit for neural network model analysis.

Silicon Storage Technology provides embedded flash technology in addition to developing, designing, licensing and markets proprietary and patented SuperFlash memory technology for the consumer, industrial, automotive and IoT markets.

SST was founded in 1989 and acquired by Microchip in April 2010 and is now a wholly owned subsidiary of Microchip.

http://www.microchip.com

> Read More

Microchip presents serial memory controller for AI and ML

Microchip has entered the memory infrastructure market, offering what it claims to be the first commercially serial memory controller for artificial intelligence (AI) and machine learning (ML).

The SMC 1000 8x25G enables four times the memory channels of parallel-attached DDR4 DRAM and low latency, says Microchip. It has been introduced as the computational demands of AI and ML workloads accelerate, highlighting the shortfall in DRAM, which require an increased number of memory channels to deliver more memory bandwidth.

The SMC 1000 8x25G enables CPUs and other compute-centric SoCs to use four times the memory channels of parallel attached DDR4 DRAM within the same package footprint. This enables serial memory controllers to deliver higher memory bandwidth and media independence to these compute-intensive platforms with low latency.

As the number of processing cores within CPUs has risen, the average memory bandwidth available to each processing core has decreased because CPU and SoC devices cannot scale the number of parallel DDR interfaces on a single chip to meet the needs of the increasing core count. The SMC 1000 8x25G interfaces to the CPU via 8-bit Open Memory Interface (OMI)-compliant 25Gbits per second lanes and bridges to memory via a 72-bit DDR4 3200 interface. This formation reduces the required number of host CPU or SoC pins per DDR4 memory channel “significantly”, says Microchip, allowing for more memory channels and increased memory bandwidth.

The SMC 1000 8x25G is the first memory infrastructure product in Microchip’s portfolio that enables the media-independent OMI.

Data centre application workloads require OMI-based differential dual-inline memory modules (DDIMMs) to deliver the same high-performance bandwidth and low latency results of today’s parallel-DDR based memory products. The low latency of the SMC 1000 8x25G delivers less than four nanoseconds incremental latency to the first DRAM data access and identical subsequent data access performance, reports Microchip. OMI-based DDIMM products have virtually identical bandwidth and latency performance to comparable LRDIMM products, concludes the company.

A CPU or SoC with OMI support can use various types of media, allowing designers to select appropriate cost, power and performance metrics without having to integrate a unique memory controller for each type. Microchip points out that CPU and SoC memory interfaces today are typically locked to specific DDR interface protocols, such as DDR4, at specific interface rates.

SMART Modular, Micron and Samsung Electronics are building multiple pin-efficient 84-pin DDR4 DDIMMs with capacities ranging from 16 to 256Gbyte. These DDIMMs will leverage the SMC 1000 8x25G and will seamlessly plug into any OMI-compliant 25Gbits per second interface, Microchip advises.

The SMC 1000 is supplied with ChipLink diagnostic tools that provide extensive debug, diagnostics, configuration and analysts tools with an intuitive graphics user interface (GUI).

The SMC 1000 8x25G is sampling now.

http://www.microchip.com

> Read More

Automation engine manages IoT across countries and networks

Arm has announced Pelion Connectivity Management 2.0, an automation engine to scale the IoT and automatically manage millions of devices across multiple countries and different networks.

The company believes that a single platform for managing IoT connectivity across all a mobile network operator’s (MNOs) devices’ lifecycles. Arm says MNOs can drive additional revenue opportunities by enabling their enterprise clients the capability to automatically configure IoT devices. The automation capabilities are claimed to significantly improve the IoT services, speed and reliability of connectivity, which can be the provisioning of new devices or ensuring monthly bills never go over a set threshold.

Automation capabilities include real-time data triggers to create rules that are triggered by what is happening in the physical world.

The seamless remote subscriber identity module (eSIM) provisioning management ensures the correct service and commercial configuration and IoT deployment operational costs can be reduced, adds Arm.

The company believes Pelion Connectivity Management 2.0 will help enterprises overcome the challenges of moving from pilot IoT projects to a global scale, which enterprises have not been able to achieve before as manually managing every device across multiple countries and different mobile networks had not been possible until now.

“With our enterprise customers increasingly expanding internationally, as well as the rise of new technologies such as NB-IoT and eSIM, we wanted an IoT connectivity management service that can provide a single pane of glass regardless of underlying technology, MNO or geography,” said Carlos Lourenço, director corporate IoT business unit, of Portugal’s mobile network operator, NOS.

Michele Mackenzie, principal analyst, Analysys Mason, believes this introduction will accelerate IoT adoption. “Network operators and enterprise customers might start with small estates of devices but look to scale up quickly as the benefits of IoT are realised,” she said. “For millions (and potentially billions) of devices to be connected to telecoms networks in a timely, cost efficient, scalable way platform services will need to become increasingly automated.”

http://www.arm.com

> Read More

u-blox acquired Rigado’s Bluetooth modules business

The acquisition complements u-blox’s commitment for an extended Bluetooth product offering and adds access to new sales channels and market segments.

 u-blox has announced it acquired Rigado’s Bluetooth modules business in an Asset Purchase Agreement. Rigado is a leading provider of Edge-as-a-Service gateway solutions for Commercial IoT, and began offering certified wireless modules in 2015.

This acquisition will allow u-blox to extend their range of products in the area of Bluetooth® low energy, Zigbee and Thread, as well as to access additional market segments and channels. The combined short range radio offering adds new modules targeting consumer-oriented markets, for instance sport and fitness, while Rigado’s existing customers will get access to all u-blox Wi-Fi, cellular, and positioning solutions for their IoT applications. In addition, Rigado’s customers will benefit from u-blox’s global support capabilities.

“Rigado’s Bluetooth modules business complements our already extensive portfolio and gives us access to more channels and new interesting customers in the area of smart home, wearables, as well as fitness,” said Herbert Blaser, Head Product Center Short Range Radio, u‑blox. “We’re also looking forward to the ongoing collaboration with distribution partners like Digi-key or Future Electronics, where we’ll be able to offer a seamless transition”, he noted.

“We’re very proud of both our market-leading modules division and Rigado’s fast-growing edge infrastructure gateway business”, Greg Rau, President of Rigado, added. “The value we capture from the acquisition of the modules division will allow us to further accelerate Rigado’s growth in the gateway market – especially in key solution areas such as smart building and asset tracking.”   

Going forward, Ben Corrado, former CEO of Rigado, will be part of u-blox’s Short Range Radio product strategy team. With him, other key staff of Rigado’s modules division have also joined u-blox, while the existing Rigado office in Salem (OR) will be the North American Short Range Radio Engineering Center for u‑blox.

The Rigado Bluetooth modules portfolio will be re-branded under the u‑blox name and integrated into the short range radio offering.

About u-blox

u-blox (SIX:UBXN‑) is a global provider of leading positioning and wireless communication technologies for the automotive, industrial, and consumer markets. Their solutions let people, vehicles, and machines determine their precise position and communicate wirelessly over cellular and short range networks. With a broad portfolio of chips, modules, and a growing ecosystem of product supporting data services, u-blox is uniquely positioned to empower its customers to develop innovative solutions for the Internet of Things, quickly and cost-effectively. With headquarters in Thalwil, Switzerland, the company is globally present with offices in Europe, Asia, and the USA. (www.u-blox.com)

> Read More

About Smart Cities

This news story is brought to you by smartcitieselectronics.com, the specialist site dedicated to delivering information about what’s new in the Smart City Electronics industry, with daily news updates, new products and industry news. To stay up-to-date, register to receive our weekly newsletters and keep yourself informed on the latest technology news and new products from around the globe. Simply click this link to register here: Smart Cities Registration