BrainChip Simplifies Deep Learning with Launch of MetaTF
22 Aprile 2021 - 4:00PM
Business Wire
BrainChip Holdings Ltd. (ASX: BRN), a leading provider of
ultra-low power, high-performance AI technology, introduced MetaTF,
a versatile ML framework that allows people working in the
convolutional neural network space to quickly and easily move to
neuromorphic computing without having to learn anything new, today
at Linley Spring Conference 2021.
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the full release here:
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MetaTF Framework Structure and Workflow
BrainChip (Graphic: Business Wire)
The MetaTF development environment is an easy-to-use, complete
machine learning framework for the creation, training and testing
of neural networks, supporting the development of systems for Edge
AI on BrainChip’s Akida event domain neural processor. The MetaTF
development environment leverages TensorFlow and Keras for
industry-standard neural network development and training and
includes the Akida Execution Engine (chip simulator), data-to-event
converters, and a model zoo of pre-trained models. The framework
leverages the Python scripting language and its associated tools
and libraries, including Jupyter notebooks and NumPy.
Deep-learning professionals do not need to learn a new framework
to start using MetaTF immediately. In three steps, MetaTF users can
go from designing and training CNNs to converting them for
deployment on the Akida neural processor to fully leverage
neuromorphic computing and overcome the challenges of AI at the
Edge. By minimizing complexity and reducing wasted time in
development, BrainChip enables organizations to maximize resources
and minimize project times for greater ROI.
“AI doesn’t have to be complex and people don’t have to know how
to program neuromorphic computing to take advantage of its
benefits,” said Anil Mankar, Chief Development Officer at
BrainChip. “The future is SNN and we’ve built an easy way to get
there. With MetaTF, we introduce another piece of the puzzle that
allow users to quickly and easily train, convert and deploy ML
models to Akida while working in their current software
environments. MetaTF enables the future today.”
Akida neuromorphic processors are revolutionary advanced neural
networking processors that bring artificial intelligence to the
edge in a way that existing technologies are not capable. The
solution is high-performance, small, ultra-low power and enables a
wide array of edge capabilities. The Akida (NSoC) and intellectual
property can be used in applications including Smart Home, Smart
Health, Smart City and Smart Transportation. These applications
include but are not limited to home automation and remote controls,
industrial IoT, robotics, security cameras, sensors, unmanned
aircraft, autonomous vehicles, medical instruments, object
detection, sound detection, odor and taste detection, gesture
control and cybersecurity. The Akida NSoC is designed for use as a
stand-alone embedded accelerator or as a co-processor, and includes
interfaces for ADAS sensors, audio sensors, and other IoT sensors.
Akida brings AI processing capability to edge devices for learning,
enabling personalization of products without the need for
retraining
Those interested in learning more about the MetaTF development
environment can visit https://doc.brainchipinc.com/.
About BrainChip Holdings Ltd (ASX: BRN)
BrainChip is a global technology company that is producing a
groundbreaking neuromorphic processor that brings artificial
intelligence to the edge in a way that is beyond the capabilities
of other products. The chip is high performance, small, ultra-low
power and enables a wide array of edge capabilities that include
on-chip training, learning and inference. The event-based neural
network processor is inspired by the spiking nature of the human
brain and is implemented in an industry standard digital process.
By mimicking brain processing, BrainChip has pioneered a processing
architecture, called Akida™, which is both scalable and flexible to
address the requirements in edge devices. At the edge, sensor
inputs are analyzed at the point of acquisition rather than through
transmission via the cloud to a data center. Akida is designed to
provide a complete ultra-low power and fast AI Edge Network for
vision, audio, olfactory and smart transducer applications. The
reduction in system latency provides faster response and a more
power efficient system that can reduce the large carbon footprint
of data centers.
Additional information is available at
https://www.brainchipinc.com
Follow BrainChip on Twitter:
https://www.twitter.com/BrainChip_inc Follow BrainChip on LinkedIn:
https://www.linkedin.com/company/7792006
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version on businesswire.com: https://www.businesswire.com/news/home/20210422005415/en/
JPR Communications Mark Smith, 818-398-1424 marks@jprcom.com
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