Adam Hayes, Ph.D., CFA, is a financial writer with 15+ years Wall Street experience as a derivatives trader. Besides his extensive derivative trading expertise, Adam is an expert in economics and ...
Abstract: Adversarial examples (AEs) are typical model evasion attacks and security threats in deep neural networks (DNNs). One of the countermeasures is adversarial training (AT), and it trains DNNs ...
Abstract: FPGAs provide customizable, low-power, and real-time ML Models acceleration for embedded systems, making them ideal for edge applications like robotics and IoT. However, ML models are ...
docker compose build hls4ml # or docker build --rm --pull -f ./Dockerfile -t hls4ml:latest . Put some work in work cd work git clone git@github.com:cmu-sei/pytorch ...
DeepSoCFlow is a Python library that helps researchers build, train, and implement their own deep ML models, such as ResNet CNNs, Autoencoders, and Transformers on FPGAs and custom ASIC. It takes ...
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