PROJECT TITLE :

Knowledge-Based Neural Network Model for FPGA Logical Architecture Development - 2016

ABSTRACT:

This paper proposes a knowledge-based mostly neural network (KBNN) modeling approach for field-programmable gate array (FPGA) logical design design. The KBNN embeds the prevailing FPGA analytical models (AMs) into an NN. The NN will complement the AMs per their needs to supply more increased model accuracy, while maintaining the meaningful trends successfully captured within the AMs. The obtained KBNN predicts the routing channel width required by circuit implementations on various FPGA architectures, which can be employed by architects to quickly and accurately evaluate numerous FPGA architectures in early development stages. Experimental results show that the KBNN-based approach achieves a median error of twop.c, that shows seventy five% accuracy enhancement over the prevailing AMs for routing channel width estimation of a set of benchmark circuits and FPGA architectures. The KBNN model has been applied to 3 FPGA design development scenarios to demonstrate its sensible application and effectiveness.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Solving a Complex Language Game by Using Knowledge-Based Word Associations DiscoveryABSTRACT:“The Guillotine” may be a language game whose goal is to predict the unique word that's linked in some approach to
PROJECT TITLE :Knowledge-based design of space–time transmit code and receive filter for a multiple-input–multiple-output radar in signal-dependent interferenceABSTRACT:The authors cope with the robust design of multiple-input-multiple-output
PROJECT TITLE :A Reference Architecture and Knowledge-Based Structures for Smart Manufacturing NetworksABSTRACT:Sensible manufacturing networks describe a production chain as a marketplace that delivers products on demand. During
PROJECT TITLE :5G Multi-RAT LTE-WiFi Ultra-Dense Small Cells: Performance Dynamics, Architecture, and TrendsABSTRACT:The ongoing densification of little cells yields an unprecedented paradigm shift in user expertise and network
PROJECT TITLE :RoboEarth Semantic Mapping: A Cloud Enabled Knowledge-Based ApproachABSTRACT:The vision of the RoboEarth project is to design a information-based mostly system to supply web and cloud services that may remodel a

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry