We are designing a
neuromorphic
sensing & processing
3D integrated chip
inspired by the detection of light in eyes and the processing of visual information in brains
What makes us different
CPU/GPUs are very inefficient in comparison to eyes and brains, which are honed by natural selection. NimbleAI leverages the key principles of energy-efficient light sensing in eyes and visual information processing in brains. Using these principles we are creating an integral sensing-processing neuromorphic chip that builds upon the latest advances in 3D stacked silicon integration.
Sense light and depth
ONLY changing light is sensed, inspired by the retina. Depth perception is inspired by the insect compound eye.
Ignore? or recognise
Our chip ONLY processes feature-rich and/or critical sensor regions.
Process efficiently
ONLY significant neuron state changes are propagated and processed by other neurons.
Adaptive visual pathways
Sensing and processing are adjusted at runtime to operate jointly at the optimal temporal and data resolution.
3D integrated silicon
Sensing, memory, and processing components are physically fused in a 3D silicon volume to boost the communication bandwidth.
Expected outcomes
NimbleAI expects to deliver major performance and efficiency gains compared to the state-of-practice: CPU/GPUs processing frame-based video.Β The project will also deliver new enabling functionalities and practical implementations to unlock more advanced AI and computer vision algorithms and applications.
100x
Energy-efficiency improvement
50x
Latency reduction
β10s mW
Energy budget
β50 mm2
Silicon area
First light-field dynamic vision sensor
World's first light-field enabled dynamic vision sensor for monocular-image-based depth perception.
First event-driven full perception stack
World's first event-driven end-to-end perception stack that runs industry standard convolutional neural networks.
Silicon-proven implementations
Silicon-proven implementations for use in next-generation commercial neuromorphic chips.
Prototypic platform
A prototypic platform and programming tools to test new AI and computer vision algorithms.
EDA tools
EDA tools to advance 3D silicon integration and exceed the pace of Mooreβs Law.
New end products
New end products that showcase the competitive advantage of NimbleAI technology.
Our concept in video
News & Events
Working with the NimbleAI project to push the boundaries of neuromorphic visiond
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Menta joins the European NimbleAI consortium
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Austrian Consortium Contributes to Computer Chip of the Future
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NimbleAI is on: The Horizon Europe project aimed to push the boundaries of neuromorphic vision
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It's a wrap! The NimbleAI team had a great time presenting the project at @hipeac #NeuroEdge workshop.
If you missed it and want to catch up with our latest advances, check out #HiPEACinfo71 where the project is featured π https://lnkd.in/dAvbRzXx
Planning 2024 in the consortium meeting days. This is the year to deliver a first version of the NimbleAI prototype to our use case partners. This will be co-evolved with them, and eventually be made available to any interested party. Learn more π https://lnkd.in/d4BygZrW
Welcome to 2024 in style! This is how a proper New Year's celebration looks with our recently assembled light-field DVS prototype ππ·Come join us at @hipeac #NeuroEdge workshop in a couple of weeks to learn more about this tech: https://neuroedge.eu
Neuromorphic Santa & gang wish you a prosperous 2024 year on behalf of the NimbleAI consortium! #neuromorphicXmas π¦π π¦
The paper submission deadline for the #NeuroEdge workshop has been extended to Nov. 26th. This date will be final.
π The submission for the #NeuroEdge workshop (co-located with @hipeac 2024 conference) is now open!
Please submit your papers no later than Nov. 15th π https://easychair.org/conferences/?conf=neuroedge2024
Check out the outstanding speaker list and programπ https://neuroedge.eu
π The submission for the #NeuroEdge workshop (co-located with @hipeac 2024 conference) is now open!
Please submit your papers no later than Nov. 15th π https://easychair.org/conferences/?conf=neuroedge2024
Check out the outstanding speaker list and programπ https://neuroedge.eu
We are thrilled to present the project at the European Data Handling & Data Processing Conference (#EDHPC2023), organised by #ESA.
π
Friday, Oct. 6th @ 10.50h: "NimbleAI: 3D-Integrated Neuromorphic Vision Sensor-Processor to go where our Eyes can't"
See you in π«π·!