Analog IC Placement Generation via Neural Networks from Unlabeled Data free ebook download.

Home : Book details

Analog IC Placement Generation via Neural Networks from Unlabeled Data free ebook download

Category:
Algorithms

Views: 113
Likes: 141

Catalogue

Author(s):	Antonio Gusmao

Date:	2020	Format:	PDF,EPUB	Language:	English	ISBN/ASIN:	3030500608
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	7/2/2020 6:27:57 AM

To download click on link in the Links Table below

Description: Click to see full description

In this book, innovative research using artificial neural networks (ANNs) is conducted to automate the placement task in analog integrated circuit layout design, by creating a generalized model that can generate valid layouts at push-button speed. Further, it exploits ANNs generalization and push-button speed prediction (once fully trained) capabilities, and details the optimal description of the input/output data relation.
The description developed here is chiefly reflected in two of the systems characteristics: the shape of the input data and the minimized loss function. In order to address the latter, abstract and segmented descriptions of both the input data and the objective behavior are developed, which allow the model to identify, in newer scenarios, sub-blocks which can be found in the input data. This approach yields device-level descriptions of the input topology that, for each device, focus on describing its relation to every other device in the topology. By means of these descriptions, an unfamiliar overall topology can be broken down into devices that are subject to the same constraints as a device in one of the training topologies.
In the experimental results chapter, the trained ANNs are used to produce a variety of valid placement solutions even beyond the scope of the training/validation sets, demonstrating the models effectiveness in terms of identifying common components between newer topologies and reutilizing the acquired knowledge. Lastly, the methodology used can readily adapt to the given problems context (high label production cost), resulting in an efficient, inexpensive and fast model.
i will be very grateful when you support me and buy Or Renew Your Premium from my 
i appreciate your support Too much as it will help me to post more and more
Without You And Your Support We Cant Continue
Thanks For Buying Premium From My Links For Support

Links Table

	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2815201	Book	https://florenfile.com/43yovt3hlrgo...		7.65	alex21s
2815203	Book	https://florenfile.com/bxptk6vcvkit...		5.38	alex21s

Tags: Analog Data Generation Networks Neural Placement

Title	Link	Password	Size	Reason

Those who downloaded this book also downloaded the following books:

Comments

New comment: