Goal: Learn the complete pipeline of Training → Quantization → Verilog RTL Design → FPGA Implementation of an MLP (Multi-Layer Perceptron) neural network on the Zybo Zynq-7020 board.
Abstract: Effectively estimating the uncertainty attached to neural network predictions thus becomes essential to improve robustness, reliability, and trustworthiness. This paper provides an overview ...
Abstract: This advanced tutorial explores some recent applications of artificial neural networks (ANNs) to stochastic discrete-event simulation (DES). We first review some basic concepts and then give ...
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