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A vision chip with complementary pathways for open-world sensing

Image sensors face substantial challenges when dealing with dynamic, diverse and unpredictable scenes in open-world applications. However, the development of image sensors towards high speed, high resolution, large dynamic range and high precision is limited by power and bandwidth. Here we present a complementary sensing paradigm inspired by the human visual system that involves parsing visual information into primitive-based representations and assembling these primitives to form two complementary vision pathways: a cognition-oriented pathway for accurate cognition and an action-oriented pathway for rapid response. To realize this paradigm, a vision chip called Tianmouc is developed, incorporating a hybrid pixel array and a parallel-and-heterogeneous readout architecture. Leveraging the characteristics of the complementary vision pathway, Tianmouc achieves high-speed sensing of up to 10,000 fps, a dynamic range of 130 dB and an advanced figure of merit in terms of spatial ....

Optik Photonik , International Conference On Computer Visionand Pattern Recognition , International Conference Proc , International Image Sensor Workshop , International Solid , International Conference On Computer Vision , Electron Devices , High Performance Silicon Imaging , Integrated Imaging , Vision Techniques , Industrial Inspection , Signal Processing , Digital Still Cameras , Computer Visionand Pattern Recognition , Computer Vision , Pattern Recognition , Vehicles Symposium , Def Con , Dataset Shift , Machine Learning , Mit Press , Stereoscopic Vision , Solid State Circuits Conference , Integrated Circuits Conference , State Circuits , Solid State Circuits ,

AI chatbot admits artificial intelligence can cause the downfall of humanity – NaturalNews.com

AI chatbot admits artificial intelligence can cause the downfall of humanity – NaturalNews.com
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United States , Dario Amodei , Demis Hassabis , Sam Altman , Pete Santilli , Michael Cohen , Google Deepmind , Zach Vorhies , Gary Marcus , Stuart Russell , University Of California , Neural Science At New York University , Daily Star , Neural Science , New York University , Berkeley Professor Stuart Russell ,

Neuroscientist recommends the morning routine which promotes optimal brain function after studying link between lack of exercise and dementia

Neuroscientist recommends the morning routine which promotes optimal brain function after studying link between lack of exercise and dementia
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Steven Bartlett , Wendy Suzuki , York University , Neural Science , New York University , Dragon Den , Good Anxiety , Healthy Brain , Happy Life , Marian Diamond , Disney World ,

Gary Marcus: What kind of AI world do we want?

Gary Marcus: What kind of AI world do we want?
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New York , United States , Garry Marcus , Gary Marcus , Department Of Cognitive Science , Central European University , Emeritus Professor , Neural Science , Algebraic Mind , New York Times Bestseller Guitar , Crisis Cluster ,