Interesting thought - Akida's speciality is classification/recognition.Thanks @Fact Finder. This is a terrific summary as to why AKIDA is a game changer!
You state "There are however many things happening at the Edge which do not require functions to be performed at the Edge but elsewhere in the public Cloud or private Cloud ..... if you could put some compute at or next to the sensor and by so doing pull out the relevant or needed information it could dramatically reduce bandwidth and latency and connection quality ".
The recent thread started by @uiux about Microsoft Azure helps to then conceptualise use cases where this vital relationship may exist between AKIDA at the edge and the processing that may occur in the cloud for Brainchip's customers.
I really don't know how search engines work, but but I reckon they do a lot of classification/recognition.
Brainchip studio is very good at classification/recognition, and has been enhanced in the ADE/MetaTF/Akida Execution Engine.
Now that we've got Akida 3000 pretty much in the bag, will we be able to turn some of our efforts to making a web crawler and put Google, Yahoo etc. out of business - or will we just licence the tech to them?
https://brainchipinc.com/brainchip-...gine-within-veritone-aiware-brainchip-260418/
BrainChip Studio is the result of more than ten years’ development. It uses an artificial intelligence technology called a spiking neural network, a type of neuromorphic computing that simulates the functionality of the human visual tract. Unique to BrainChip’s spiking neural network is the ability to be instantaneously trained with a single image – called “one-shot” training. Using this technology, BrainChip Studio aids organizations to rapidly search vast amounts of video footage for objects or faces.
“BrainChip’s one-shot training for object search and facial classification provides a capability not found in the other cognitive engines in the aiWARE portfolio,” Mike Morper, VP Product Marketing at Veritone, commented. “We anticipate this capability will be vital for many of our SaaS and on-premise customers in the media, government, and law enforcement markets.”
“Through our collaboration with Veritone we are adding a new distribution channel for BrainChip’s spiking neural network technology,” Bob Beachler, BrainChip’s Senior Vice President of Marketing and Business Development, said. “In addition, the Veritone aiWARE platform is essentially future proofing AI, with a complementary and continuously-growing portfolio of cognitive engines and applications that can serve as a robust solution to our mutual customers.”
https://brainchipinc.com/metatf-development-environment/
Making Edge AI Easy
The MetaTF development environment is an easy-to-use, complete machine learning framework.
Used for the creation, training, and testing of neural networks, supporting the development of systems for Edge AIon 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.
Convert your CNN to SNN with ease