srohit0/mida

Selected problems and their solutions from the book on "Machine Intelligence in Design Automation"

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Selected examples from book: available on amazon

Chapter 5.1: Estimating Resistance
Chapter 5.2: Estimating WLM (Wire Load Model) Capacitances
Chapter 6.1: Classifying Combinational and Sequential Circuits
Chapter 7.4: Compressing EDA Datasets without Losing Accuracy
Chapter 9.3: Neural Network Classification of Combinational and Sequential Cells
Chapter 9.4: Neural Network Identification of 10 Different Types of Circuits

Topics

machine-learning machine-learning-algorithms neural-network machine-intelligence artificial-intelligence artificial-neural-networks feedforward-neural-network logistic-regression polynomial-regression vlsi-circuits vlsi vlsi-design vlsi-machine-learning deep-learning deep-neural-networks vlsi-deep-learning design-automation electronic-design-automation

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