Design of FSM-based Function with Reduced Number of States in Integral Stochastic Computing

Also Available Domains Xilinx Vivado|Xilinx ISE

Project Code :TVREFE19_29

Objective

Stochastic computing (SC) is a promising computing paradigm with low power hardware circuitry. This brief proposes a new finite state machine (FSM)-based function implementation in the SC designs.

Abstract

Stochastic computing (SC) is a promising computing paradigm with low power hardware circuitry. This brief proposes a new finite state machine (FSM)-based function implementation in the SC designs. The new architecture allows multiple input stochastic bitstreams to improve the processing latency and precision loss. As compared to previous integral SC design, the proposed algorithm reduces the total number of states needed in the FSM, while maintaining good accuracy performance. The proposed FSM-based construction is also verified by the mathematical analysis. Synthesized results of hardware implementation reveal that the proposed method has competitive advantages over the previous counterparts in terms of area and power consumption. The presented techniques can be applied in a lot of activation function  implementations of the deep neural networks.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Specifications

24/7 Support, Ticketing System, Voice Conference, Video On Demand, Remote Connectivity, Code Customization, Customization, Live Chat Support, Toll Free Support

Learning Outcomes

  • Basics of Digital Electronics
  • VLSI design Flow
  • About approximation computing
  • About Reversible logic
  • Applications in real time

·         Xilinx ISE 14.7/Xilinx Vivado ,Xilinx ise for design and simulation

·         Generation of Netlist

·         Solution providing for real time problems

·         Project Development Skills:

o   Problem Analysis Skills

o   Problem Solving Skills

o   Logical Skills

o   Designing Skills

o   Testing Skills

o   Debugging Skills

o   Presentation Skills

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