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KT PARK
simple AI paper review : When using existing machine learning models without explicit causal information, there is a risk of misinterpreting correlations as causal relationships, particularly in complex scenarios with sequential effects. This paper introduces an advanced methodology for analyzing pixel circuit design, integrating Explainable AI (XAI) techniques, specifically SHAP values, to address these challenges. By constructing a Directed Acyclic Graph (DAG) in collaboration with domain experts, the complexity of interconnections was reduced, improving causal analysis accuracy. The methodology enhances understanding of causal mechanisms in pixel circuitry, demonstrating the effectiveness of combining machine learning with XAI and gaining acceptance among experts. REF : https://lnkd.in/g6QesN8r
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Jordan Sarasan
New book alert! "Image Processing Recipes in MATLAB" is a comprehensive collection of 30 practical recipes for image processing, covering foundational techniques to the latest algorithms. 🖥️ Tailored for ease of use, it provides clear, step-by-step instructions and visual examples, complete with source code for each recipe, making it a practical guide for implementing efficient image processing workflows in #MATLAB. 🚀 #ImageProcessing https://spr.ly/6047gt5dF
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Lam Research
Resistive Random Access Memory (ReRAM) requires less energy consumption and offers faster speeds compared to other memory solutions for CPU applications like #MachineLearning and image processing. We investigate the potential of 3D ReRAM architectures using the SEMulator3D® virtual fabrication platform—read more. https://bit.ly/3Ukpdrg
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Chimera OpenAI
Hi everyone! Know the difference between a FPGA and a GPU? How about some deep dive into why FPGAs can do some stuff better when it comes to perceptive-driven #artificialintelligence 😎 ... Here's a primer on what and which aspect of #ai where FPGAs can excel in - https://lnkd.in/gtiC_RxD 😱 interested to make a AI robot like the terminator? 😱😱😱 When it comes to I/O sensor depth of machine perception, nothing beats FPGA! https://lnkd.in/gvnPEbBC Is Intel the only player in town? nooooo . . . https://lnkd.in/gWUMPea https://lnkd.in/ggswbJ8N I guess IBM's take brings home the bacon on one shining arena where FPGAs have no competitors - edge AI . . . https://lnkd.in/g6F4bQNZ #future
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Kemsys Technologies
Dive into the latest advancements in AI with cross-modal integration, where cutting-edge architectures like encoder-decoder models, GANs, and transformers enable seamless data processing across text, images, audio, and more. Discover how these technologies are unlocking new possibilities across many industries. Learn more about how these advanced systems are shaping the future of AI: https://lnkd.in/ddwVigyS
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Hyperstack
🤔 Confused about the difference in performance between the NVIDIA H100 SXM5, NVIDIA H100 PCIe and NVIDIA H100 PCIe-NVLink? 🤔 (And yes, there is a huge difference)... Then check out some key metrics from our internal benchmarks 👇 Reserve your NVIDIA H100 PCIe at: https://lnkd.in/eFdMXsYv Reserve your NVIDIA H100 SXM at: https://lnkd.in/eiTEwRhU #Hyperstack #AI #HPC #NVIDIA #GPU #GPUBenchmarks
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