Algorithms

Democratizing AI: Top 5 Insights from Axios, Meta, Black Magic Design, and Our Panel of Industry Titans

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. In a panel discussion at our annual Snapdragon Summit in the breathtaking setting of Maui, Hawaii, we had the privilege of engaging in a dynamic conversation with four esteemed experts about the democratization of artificial intelligence (AI). […]

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AI Decoded: Demystifying Large Language Models, the Brains Behind Chatbots

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Explore what LLMs are, why they matter and how to use them. Editor’s note: This post is part of our AI Decoded series, which aims to demystify AI by making the technology more accessible, while showcasing new

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Edge AI and Vision Alliance Conversation with GenAI Nerds on Generative AI At the Edge

Kerry Shih of GenAI Nerds interviews Jeff Bier, Founder of the Edge AI and Vision Alliance, and Phil Lapsley, the Alliance’s Vice President of Business Development, about the opportunities and trends for generative AI at the edge. Shih, Bier and Lapsley discuss topics such as: Where we are in the generative AI hype cycle What

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Microchip Technology Acquires Neuronix AI Labs

Innovative technology enhances AI-enabled intelligent edge solutions and increases neural networking capabilities CHANDLER, Ariz., April 15, 2024 — Microchip Technology (Nasdaq: MCHP) has acquired Neuronix AI Labs to expand its capabilities for power-efficient, AI-enabled edge solutions deployed on field programmable gate arrays (FPGAs). Neuronix AI Labs provides neural network sparsity optimization technology that enables a

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Visidon Wins SIA NPS Video Surveillance Advanced Imaging Technologies Award

April 11 2024 – Las Vegas, Nev. – Visidon was recognized by the Security Industry Association (SIA) as an awardee at the 2024 SIA New Products and Solutions (NPS) Awards, the flagship awards program presented in partnership with ISC West recognizing innovative security products, services and solutions. In video surveillance advanced imaging technologies, Visidon was selected

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Partitioning Strategies to Optimize AI Inference for Multi-core Platforms

This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Not so long ago, AI inference at the edge was a novelty easily supported by a single NPU IP accelerator embedded in the edge device. Expectations have accelerated rapidly since then. Now we want embedded AI inference

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AI Chips and Chat GPT: Exploring AI and Robotics

AI chips can empower the intelligence of robotics, with future potential for smarter and more independent cars and robots. Alongside the uses of Chat GPT and chatting with robots at home, the potential for this technology to enhance working environments and reinvent socializing is promising. Cars that can judge the difference between people and signposts

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Quantization of Convolutional Neural Networks: Quantization Analysis

See “Quantization of Convolutional Neural Networks: Model Quantization” for the previous article in this series. In the previous articles in this series, we discussed quantization schemes and the effect of different choices on model accuracy. The ultimate choice of quantization scheme depends on the available tools. TFlite and Pytorch are the most popular tools used

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The Rising Threat of Deepfakes: A Ticking Time Bomb for Society

In an era where reality seems increasingly malleable, the emergence of deepfake technology has catapulted us into uncharted territory. Deepfakes, synthetic digital media generated by artificial intelligence to manipulate images, audio, or video, pose a profound threat to the fabric of truth and trust in our society. The allure of deepfake technology lies in its

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Efficiently Packing Neural Network AI Model for the Edge

This blog post was originally published at Ceva’s website. It is reprinted here with the permission of Ceva. Packing applications into constrained on-chip memory is a familiar problem in embedded design, and is now equally important in compacting neural network AI models into a constrained storage. In some ways this problem is even more challenging

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