M_C
Founding Member
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Neuromorphic AI at Edge with BrainChip - Gestalt IT
In this exclusive article presented by BrainChip, Sulagna Saha sat down with CMO Jerome Nadel to discuss Neuromorphic AI and Akida IP.
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You should ask for promotion at workok further to the above about Dcm and googles discussion on federated learning im a tad EXCITED!!! I found a paper on federated learning and it mentions Brainchip!
I can't seem to attach the pdf not screen shot it .
But ive manage to screeb shot where i found the article
View attachment 6801
Morning fellow brners
Federated learning? Can anyone enlighten me.
I found this article yesterday 16 may and thought of Akida especially the last paragraph.
View attachment 6795
![]()
Fintech recent news | InformationWeek
Explore the latest news and expert commentary on Fintech, brought to you by the editors of InformationWeekwww.informationweek.com
ok further to the above about Dcm and googles discussion on federated learning im a tad EXCITED!!! I found a paper on federated learning and it mentions Brainchip!
I can't seem to attach the pdf not screen shot it .
But ive manage to screeb shot where i found the article
View attachment 6801
This is much better than good this is goodest. Great find so much to unpack.
![]()
Human Behaviour Artificial Intelligence | NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide.www.nviso.ai
HUMANISING
AUTONOMOUS MACHINES
NVISO is a global leader in human behaviour artificial intelligence (AI) software for the extreme edge, serving manufacturers of user-centric products and services worldwide. Our mission is to help teach machines to understand people and their behavior to make autonomous machines safe, secure, and personalized for humans.
REQUEST SDK
HUMAN CENTRIC USER EXPERIENCES
AT THE EXTREME EDGE
Globally deployed, validated, and award-winning human behaviour AI technology for key applications in electric and autonomous vehicles with advanced in-cabin monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Built on real-timeperception and observation of people and objects in contextual situations combined with the reasoning and semantics of human behavior based on trustedscientific research.
HUMAN COMPUTER VISION
- Faces
- Hands and Body
- Objects
ULTRA-LOW POWER DEEP LEARNING
- Low-power ARM Cortex CPUs
- Sparse and quantized NPU accelerators
- Neuromorphic computing
APPLICATIONS THAT MATTER
- Smart Living
- Smart Mobility
- Smart Health
TURNING ARTIFICIAL INTELLIGENCE INTO BUSINESS SOLUTIONS
![]()
SMART LIVING
Enabling new human-machine interactions and experiences through advanced emotion analysis with intelligent consumer electronic devices.
Learn More
![]()
SMART MOBILITY
Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring.
Learn More
![]()
SMART HEALTH
Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
Learn More
![]()
ULTRA LOW-POWER DEEP LEARNING TECHNOLOGY
Providing state-of-the-art artificial intelligence software to sense, assess, and act upon human behaviour at the extreme edge.
Learn More
LOW POWER
NVISO's technology is purpose built for a new class of ultra-efficient machine learning processors at the extreme edge (low power, on-device, without requiring an internet connection), while being compatible with low-power IoT devices. Supporting a wide range of heterogenous computing platforms ranging from CPU, GPU, NPU, and Neuromorphic computing, NVISO is future proof and works best at the extreme edge.
PRIVACY PRESERVING
Protects user privacy by design with advanced security and creates better user experiences due to lower latency of processing. Propelled by the deployment of 5G and Internet of Things devices (internet-connected devices) where ultra-low power machine learning processors allow analytics to be located close to where the data is created. Privacy can be further enhanced with on-device learning and federated learning.
NO CLOUD
Flexible sensor driven AI system architecture, where no internet connectivity is required and no cloud is needed for the product or service to operate unleashes the ultimate power of artificial intelligence. A configurable AI App catalogue for vision that applies computer vision and machine learning algorithms to perform a variety of perception and observation tasks available for a wide range of hardware platforms without an internet connection.
HUMAN BEHAVIOUR AI SDKS
EXTREME EDGE PLATFORMS
Intelligent Low-Power IoT Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans. Supported platforms include:
CONSUMER SDK
- Raspberry Pi 3B+/4B
- NXP i.MX8 Nano
- BrainChip Akida
Mobile Phone and Tablet Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans.
HEALTHCARE SDK
- Android Mobile and Tablets OS 9.0+
- Apple iOS for Mobile OS 13.0+
- Apple iOS for iPad OS 13.0+
Embedded High Performance Computing
NVISO provides artificial intelligence that can sense, assess and act upon human behaviour, enabling safer, more personalized, and convenient experiences for the mobility services of the tomorrow.
AUTOMOTIVE SDK
- NVIDIA Jetson Xavier
- NXP i.MX8 QuadMax
- Ambarella CV2x
How good is this![]()
![]()
Human Behaviour Artificial Intelligence | NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide.www.nviso.ai
HUMANISING
AUTONOMOUS MACHINES
NVISO is a global leader in human behaviour artificial intelligence (AI) software for the extreme edge, serving manufacturers of user-centric products and services worldwide. Our mission is to help teach machines to understand people and their behavior to make autonomous machines safe, secure, and personalized for humans.
REQUEST SDK
HUMAN CENTRIC USER EXPERIENCES
AT THE EXTREME EDGE
Globally deployed, validated, and award-winning human behaviour AI technology for key applications in electric and autonomous vehicles with advanced in-cabin monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Built on real-timeperception and observation of people and objects in contextual situations combined with the reasoning and semantics of human behavior based on trustedscientific research.
HUMAN COMPUTER VISION
- Faces
- Hands and Body
- Objects
ULTRA-LOW POWER DEEP LEARNING
- Low-power ARM Cortex CPUs
- Sparse and quantized NPU accelerators
- Neuromorphic computing
APPLICATIONS THAT MATTER
- Smart Living
- Smart Mobility
- Smart Health
TURNING ARTIFICIAL INTELLIGENCE INTO BUSINESS SOLUTIONS
![]()
SMART LIVING
Enabling new human-machine interactions and experiences through advanced emotion analysis with intelligent consumer electronic devices.
Learn More
![]()
SMART MOBILITY
Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring.
Learn More
![]()
SMART HEALTH
Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
Learn More
![]()
ULTRA LOW-POWER DEEP LEARNING TECHNOLOGY
Providing state-of-the-art artificial intelligence software to sense, assess, and act upon human behaviour at the extreme edge.
Learn More
LOW POWER
NVISO's technology is purpose built for a new class of ultra-efficient machine learning processors at the extreme edge (low power, on-device, without requiring an internet connection), while being compatible with low-power IoT devices. Supporting a wide range of heterogenous computing platforms ranging from CPU, GPU, NPU, and Neuromorphic computing, NVISO is future proof and works best at the extreme edge.
PRIVACY PRESERVING
Protects user privacy by design with advanced security and creates better user experiences due to lower latency of processing. Propelled by the deployment of 5G and Internet of Things devices (internet-connected devices) where ultra-low power machine learning processors allow analytics to be located close to where the data is created. Privacy can be further enhanced with on-device learning and federated learning.
NO CLOUD
Flexible sensor driven AI system architecture, where no internet connectivity is required and no cloud is needed for the product or service to operate unleashes the ultimate power of artificial intelligence. A configurable AI App catalogue for vision that applies computer vision and machine learning algorithms to perform a variety of perception and observation tasks available for a wide range of hardware platforms without an internet connection.
HUMAN BEHAVIOUR AI SDKS
EXTREME EDGE PLATFORMS
Intelligent Low-Power IoT Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans. Supported platforms include:
CONSUMER SDK
- Raspberry Pi 3B+/4B
- NXP i.MX8 Nano
- BrainChip Akida
Mobile Phone and Tablet Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans.
HEALTHCARE SDK
- Android Mobile and Tablets OS 9.0+
- Apple iOS for Mobile OS 13.0+
- Apple iOS for iPad OS 13.0+
Embedded High Performance Computing
NVISO provides artificial intelligence that can sense, assess and act upon human behaviour, enabling safer, more personalized, and convenient experiences for the mobility services of the tomorrow.
AUTOMOTIVE SDK
- NVIDIA Jetson Xavier
- NXP i.MX8 QuadMax
- Ambarella CV2x
How good is this![]()
![]()
Human Behaviour Artificial Intelligence | NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide.www.nviso.ai
HUMANISING
AUTONOMOUS MACHINES
NVISO is a global leader in human behaviour artificial intelligence (AI) software for the extreme edge, serving manufacturers of user-centric products and services worldwide. Our mission is to help teach machines to understand people and their behavior to make autonomous machines safe, secure, and personalized for humans.
REQUEST SDK
HUMAN CENTRIC USER EXPERIENCES
AT THE EXTREME EDGE
Globally deployed, validated, and award-winning human behaviour AI technology for key applications in electric and autonomous vehicles with advanced in-cabin monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Built on real-timeperception and observation of people and objects in contextual situations combined with the reasoning and semantics of human behavior based on trustedscientific research.
HUMAN COMPUTER VISION
- Faces
- Hands and Body
- Objects
ULTRA-LOW POWER DEEP LEARNING
- Low-power ARM Cortex CPUs
- Sparse and quantized NPU accelerators
- Neuromorphic computing
APPLICATIONS THAT MATTER
- Smart Living
- Smart Mobility
- Smart Health
TURNING ARTIFICIAL INTELLIGENCE INTO BUSINESS SOLUTIONS
![]()
SMART LIVING
Enabling new human-machine interactions and experiences through advanced emotion analysis with intelligent consumer electronic devices.
Learn More
![]()
SMART MOBILITY
Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring.
Learn More
![]()
SMART HEALTH
Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
Learn More
![]()
ULTRA LOW-POWER DEEP LEARNING TECHNOLOGY
Providing state-of-the-art artificial intelligence software to sense, assess, and act upon human behaviour at the extreme edge.
Learn More
LOW POWER
NVISO's technology is purpose built for a new class of ultra-efficient machine learning processors at the extreme edge (low power, on-device, without requiring an internet connection), while being compatible with low-power IoT devices. Supporting a wide range of heterogenous computing platforms ranging from CPU, GPU, NPU, and Neuromorphic computing, NVISO is future proof and works best at the extreme edge.
PRIVACY PRESERVING
Protects user privacy by design with advanced security and creates better user experiences due to lower latency of processing. Propelled by the deployment of 5G and Internet of Things devices (internet-connected devices) where ultra-low power machine learning processors allow analytics to be located close to where the data is created. Privacy can be further enhanced with on-device learning and federated learning.
NO CLOUD
Flexible sensor driven AI system architecture, where no internet connectivity is required and no cloud is needed for the product or service to operate unleashes the ultimate power of artificial intelligence. A configurable AI App catalogue for vision that applies computer vision and machine learning algorithms to perform a variety of perception and observation tasks available for a wide range of hardware platforms without an internet connection.
HUMAN BEHAVIOUR AI SDKS
EXTREME EDGE PLATFORMS
Intelligent Low-Power IoT Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans. Supported platforms include:
CONSUMER SDK
- Raspberry Pi 3B+/4B
- NXP i.MX8 Nano
- BrainChip Akida
Mobile Phone and Tablet Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans.
HEALTHCARE SDK
- Android Mobile and Tablets OS 9.0+
- Apple iOS for Mobile OS 13.0+
- Apple iOS for iPad OS 13.0+
Embedded High Performance Computing
NVISO provides artificial intelligence that can sense, assess and act upon human behaviour, enabling safer, more personalized, and convenient experiences for the mobility services of the tomorrow.
AUTOMOTIVE SDK
- NVIDIA Jetson Xavier
- NXP i.MX8 QuadMax
- Ambarella CV2x
How good is this![]()
Heart beat has got a bit faster!!!! ...... great post Rocket
![]()
Human Behaviour Artificial Intelligence | NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide.www.nviso.ai
HUMANISING
AUTONOMOUS MACHINES
NVISO is a global leader in human behaviour artificial intelligence (AI) software for the extreme edge, serving manufacturers of user-centric products and services worldwide. Our mission is to help teach machines to understand people and their behavior to make autonomous machines safe, secure, and personalized for humans.
REQUEST SDK
HUMAN CENTRIC USER EXPERIENCES
AT THE EXTREME EDGE
Globally deployed, validated, and award-winning human behaviour AI technology for key applications in electric and autonomous vehicles with advanced in-cabin monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Built on real-timeperception and observation of people and objects in contextual situations combined with the reasoning and semantics of human behavior based on trustedscientific research.
HUMAN COMPUTER VISION
- Faces
- Hands and Body
- Objects
ULTRA-LOW POWER DEEP LEARNING
- Low-power ARM Cortex CPUs
- Sparse and quantized NPU accelerators
- Neuromorphic computing
APPLICATIONS THAT MATTER
- Smart Living
- Smart Mobility
- Smart Health
TURNING ARTIFICIAL INTELLIGENCE INTO BUSINESS SOLUTIONS
![]()
SMART LIVING
Enabling new human-machine interactions and experiences through advanced emotion analysis with intelligent consumer electronic devices.
Learn More
![]()
SMART MOBILITY
Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring.
Learn More
![]()
SMART HEALTH
Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
Learn More
![]()
ULTRA LOW-POWER DEEP LEARNING TECHNOLOGY
Providing state-of-the-art artificial intelligence software to sense, assess, and act upon human behaviour at the extreme edge.
Learn More
LOW POWER
NVISO's technology is purpose built for a new class of ultra-efficient machine learning processors at the extreme edge (low power, on-device, without requiring an internet connection), while being compatible with low-power IoT devices. Supporting a wide range of heterogenous computing platforms ranging from CPU, GPU, NPU, and Neuromorphic computing, NVISO is future proof and works best at the extreme edge.
PRIVACY PRESERVING
Protects user privacy by design with advanced security and creates better user experiences due to lower latency of processing. Propelled by the deployment of 5G and Internet of Things devices (internet-connected devices) where ultra-low power machine learning processors allow analytics to be located close to where the data is created. Privacy can be further enhanced with on-device learning and federated learning.
NO CLOUD
Flexible sensor driven AI system architecture, where no internet connectivity is required and no cloud is needed for the product or service to operate unleashes the ultimate power of artificial intelligence. A configurable AI App catalogue for vision that applies computer vision and machine learning algorithms to perform a variety of perception and observation tasks available for a wide range of hardware platforms without an internet connection.
HUMAN BEHAVIOUR AI SDKS
EXTREME EDGE PLATFORMS
Intelligent Low-Power IoT Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans. Supported platforms include:
CONSUMER SDK
- Raspberry Pi 3B+/4B
- NXP i.MX8 Nano
- BrainChip Akida
Mobile Phone and Tablet Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans.
HEALTHCARE SDK
- Android Mobile and Tablets OS 9.0+
- Apple iOS for Mobile OS 13.0+
- Apple iOS for iPad OS 13.0+
Embedded High Performance Computing
NVISO provides artificial intelligence that can sense, assess and act upon human behaviour, enabling safer, more personalized, and convenient experiences for the mobility services of the tomorrow.
AUTOMOTIVE SDK
- NVIDIA Jetson Xavier
- NXP i.MX8 QuadMax
- Ambarella CV2x
How good is this![]()
Hi MD,
I posted something on Federated Learning in April leading me to question whether Fraunhofer has incorporated Akida.
View attachment 6804
I was thinking how good will AI be in helping people with disabilities. I watched the struggles of people with Autism struggle to understand emotions and the frustration and isolation it can create. imaging a little support piece that was coaching you on what you see to interpret emotions as you interact.
![]()
Human Behaviour Artificial Intelligence | NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide.www.nviso.ai
HUMANISING
AUTONOMOUS MACHINES
NVISO is a global leader in human behaviour artificial intelligence (AI) software for the extreme edge, serving manufacturers of user-centric products and services worldwide. Our mission is to help teach machines to understand people and their behavior to make autonomous machines safe, secure, and personalized for humans.
REQUEST SDK
HUMAN CENTRIC USER EXPERIENCES
AT THE EXTREME EDGE
Globally deployed, validated, and award-winning human behaviour AI technology for key applications in electric and autonomous vehicles with advanced in-cabin monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Built on real-timeperception and observation of people and objects in contextual situations combined with the reasoning and semantics of human behavior based on trustedscientific research.
HUMAN COMPUTER VISION
- Faces
- Hands and Body
- Objects
ULTRA-LOW POWER DEEP LEARNING
- Low-power ARM Cortex CPUs
- Sparse and quantized NPU accelerators
- Neuromorphic computing
APPLICATIONS THAT MATTER
- Smart Living
- Smart Mobility
- Smart Health
TURNING ARTIFICIAL INTELLIGENCE INTO BUSINESS SOLUTIONS
![]()
SMART LIVING
Enabling new human-machine interactions and experiences through advanced emotion analysis with intelligent consumer electronic devices.
Learn More
![]()
SMART MOBILITY
Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring.
Learn More
![]()
SMART HEALTH
Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals.
Learn More
![]()
ULTRA LOW-POWER DEEP LEARNING TECHNOLOGY
Providing state-of-the-art artificial intelligence software to sense, assess, and act upon human behaviour at the extreme edge.
Learn More
LOW POWER
NVISO's technology is purpose built for a new class of ultra-efficient machine learning processors at the extreme edge (low power, on-device, without requiring an internet connection), while being compatible with low-power IoT devices. Supporting a wide range of heterogenous computing platforms ranging from CPU, GPU, NPU, and Neuromorphic computing, NVISO is future proof and works best at the extreme edge.
PRIVACY PRESERVING
Protects user privacy by design with advanced security and creates better user experiences due to lower latency of processing. Propelled by the deployment of 5G and Internet of Things devices (internet-connected devices) where ultra-low power machine learning processors allow analytics to be located close to where the data is created. Privacy can be further enhanced with on-device learning and federated learning.
NO CLOUD
Flexible sensor driven AI system architecture, where no internet connectivity is required and no cloud is needed for the product or service to operate unleashes the ultimate power of artificial intelligence. A configurable AI App catalogue for vision that applies computer vision and machine learning algorithms to perform a variety of perception and observation tasks available for a wide range of hardware platforms without an internet connection.
HUMAN BEHAVIOUR AI SDKS
EXTREME EDGE PLATFORMS
Intelligent Low-Power IoT Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans. Supported platforms include:
CONSUMER SDK
- Raspberry Pi 3B+/4B
- NXP i.MX8 Nano
- BrainChip Akida
Mobile Phone and Tablet Devices
NVISO empowers consumer electronic manufacturers to build innovative solutions to transform our lives. Understand people and their behavior to make autonomous devices safe, secure, and personalized for humans.
HEALTHCARE SDK
- Android Mobile and Tablets OS 9.0+
- Apple iOS for Mobile OS 13.0+
- Apple iOS for iPad OS 13.0+
Embedded High Performance Computing
NVISO provides artificial intelligence that can sense, assess and act upon human behaviour, enabling safer, more personalized, and convenient experiences for the mobility services of the tomorrow.
AUTOMOTIVE SDK
- NVIDIA Jetson Xavier
- NXP i.MX8 QuadMax
- Ambarella CV2x
How good is this![]()
Excellent Bravo, the article with google and dcm is dates 16 may 2022 so looks like we are looking PRETTY Sweet!Hi MD,
I posted something on Federated Learning in April leading me to question whether Fraunhofer has incorporated Akida.
View attachment 6804
Also when you read @Rocket577 s post of the Nviso material it is clear that they have their algorithms and AKIDA involved in Federated Learning. Why? Because they say so. Makes it easy.Fraunhofer held a workshop in September 2021 where they invited guest speaker Blaise Aguera Y Arcus who leads an organisation at Google AI working on research and new products. This is the link to one of Blaise's team's public contributions on Federated Learning which shows how it all works in cartoon format and where BrainCHip's Akida might fit into the scheme of things.
This may have already been posted but I wonder how successful last week's event was?
How many experts did they attract??
AI Expo 2022
11th May, 2022
Booth 7-22
After the success of last year, NVISO will participate again in AI Expo 2022 https://www.nextech-week.jp/ Japan’s largest Artificial Intelligence exhibition attracting experts from manufacturing, retailing, communications/IT, infrastructure, and medical industries amongst others.
Along with NVISO's latest AI-based solutions using deep learning to accurately detect and predict human behaviour, we are presenting our latest port to the BrainChip Akida Platform showcasing the world’s first neuromorphic SDK for Human Behavioural AI designed for ultra-low power mass market consumer products.
NVISO's COO, Colin Mason will be at booth 7-22 along with our Japanese team. Come meet them there!