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Crossbar Demonstration of How XPU Enables Deep Learning Training at the Edge

Sylvain Dubois, Vice President of Business Development and Marketing at Crossbar, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Dubois demonstrates how Crossbar XPU enables learning at the edge capabilities. He also showcases how a new object can be learned and immediately recognized by the SCAiLE reference …

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Crossbar Demonstration of Live Video Face Matching Against a Celebrity Photo Database

Sylvain Dubois, Vice President of Business Development and Marketing at Crossbar, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Dubois demonstrates how near-memory computing can significantly improve the overall performance of neural network hardware accelerators. He also showcases how resistive RAM (ReRAM), designed for parallel computing, is …

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Crossbar Neural Network Benchmark of XPU Versus a Quad-core Arm Cortex-A53 Processor

Sylvain Dubois, Vice President of Business Development and Marketing at Crossbar, demonstrates the company's latest embedded vision technologies and products at the 2019 Embedded Vision Summit. Specifically, Dubois demonstrates how near-memory computing can significantly improve the overall performance of neural network hardware accelerators. He also showcases how resistive RAM (ReRAM), designed for parallel computing, is …

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“Memory-centric Hardware Acceleration for Machine Intelligence,” a Presentation from Crossbar

Sylvain Dubois, Vice President of Business Development and Marketing at Crossbar, presents the “Memory-centric Hardware Acceleration for Machine Intelligence” tutorial at the May 2019 Embedded Vision Summit. Even the most advanced AI chip architectures suffer from performance and energy efficiency limitations caused by the memory bottleneck between computing cores and data. Most state-of-the-art CPUs, GPUs, …

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“New Memory-centric Architecture Needed for AI,” a Presentation from Crossbar

Sylvain Dubois, Vice President of Strategic Marketing & Business Development at Crossbar, presents the “New Memory-centric Architecture Needed for AI” tutorial at the May 2018 Embedded Vision Summit. Artificial intelligence (AI) will not replace the need for humans any time soon, but it will have a profound impact on everyday lives, transforming industries from transportation …

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