Compiling and optimizing spreadsheets for FPGA and multicore execution

Thesis (M. Eng.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2007."September 2007."Includes bibliographical references (p. 102-104).A major barrier to developing systems on multicore and FPGA chips is an easy-to-use development environment. This thesis presents the RhoZeta spreadsheet compiler and Catalyst optimization system for programming multiprocessors and FPGAs. Any spreadsheet frontend may be extended to work with RhoZeta's multiple interpreters and behavioral abstraction mechanisms. RhoZeta synchronizes a variety of cell interpreters acting on a global memory space. RhoZeta can also compile a group of cells to multithreaded C or Verilog. The result is an easy-to-use interface for programming multicore microprocessors and FPGAs. A spreadsheet environment presents parallelism and locality issues of modem hardware directly to the user and allows for a simple global memory synchronization model. Catalyst is a spreadsheet graph rewriting system based on performing behaviorally invariant guarded atomic actions while a system is being interpreted by RhoZeta. A number of optimization macros were developed to perform speculation, resource sharing and propagation of static assignments through a circuit. Parallelization of a 64-bit serial leading-zero-counter is demonstrated with Catalyst. Fault tolerance macros were also developed in Catalyst to protect against dynamic faults and to offset costs associated with testing semiconductors for static defects. A model for partitioning, placing and profiling spreadsheet execution in a heterogeneous hardware environment is also discussed. The RhoZeta system has been used to design several multithreaded and FPGA applications including a RISC emulator and a MIDI controlled modular synthesizer.by Amir Hirsch.M.Eng

New VLSI design of a MAP/BCJR decoder.

Any communication channel suffers from different kinds of noises. By employing forward error correction (FEC) techniques, the reliability of the communication channel can be increased. One of the emerging FEC methods is turbo coding (iterative coding), which employs soft input soft output (SISO) decoding algorithms like maximum a posteriori (MAP) algorithm in its constituent decoders. In this thesis we introduce a design with lower complexity and less than 0.1dB performance loss compare to the best performance observed in Max-Log-MAP algorithm. A parallel and pipeline design of a MAP decoder suitable for ASIC (Application Specific Integrated Circuits) is used to increase the throughput of the chip. The branch metric calculation unit is studied in detail and a new design with lower complexity is proposed. The design is also flexible to communication block sizes, which makes it ideal for variable frame length communication systems. A new even-spaced quantization technique for the proposed MAP decoder is utilized. Normalization techniques are studied and a suitable technique for the Max-Log-MAP decoder is explained. The decoder chip is synthesized and implemented in a 0.18 mum six-layer metal CMOS technology. (Abstract shortened by UMI.)Dept. of Electrical and Computer Engineering. Paper copy at Leddy Library: Theses & Major Papers - Basement, West Bldg. / Call Number: Thesis2004 .S23. Source: Masters Abstracts International, Volume: 43-05, page: 1783. Adviser: Majid Ahmadi. Thesis (M.A.Sc.)--University of Windsor (Canada), 2004

A study of arithmetic circuits and the effect of utilising Reed-Muller techniques

Reed-Muller algebraic techniques, as an alternative means in logic design, became more attractive recently, because of their compact representations of logic functions and yielding of easily testable circuits. It is claimed by some researchers that Reed-Muller algebraic techniques are particularly suitable for arithmetic circuits. In fact, no practical application in this field can be found in the open literature.This project investigates existing Reed-Muller algebraic techniques and explores their application in arithmetic circuits. The work described in this thesis is concerned with practical applications in arithmetic circuits, especially for minimizing logic circuits at the transistor level. These results are compared with those obtained using the conventional Boolean algebraic techniques. This work is also related to wider fields, from logic level design to layout level design in CMOS circuits, the current leading technology in VLSI. The emphasis is put on circuit level (transistor level) design. The results show that, although Boolean logic is believed to be a more general tool in logic design, it is not the best tool in all situations. Reed-Muller logic can generate good results which can't be easily obtained by using Boolean logic.F or testing purposes, a gate fault model is often used in the conventional implementation of Reed-Muller logic, which leads to Reed-Muller logic being restricted to using a small gate set. This usually leads to generating more complex circuits. When a cell fault model, which is more suitable for regular and iterative circuits, such as arithmetic circuits, is used instead of the gate fault model in Reed-Muller logic, a wider gate set can be employed to realize Reed-Muller functions. As a result, many circuits designed using Reed-Muller logic can be comparable to that designed using Boolean logic. This conclusion is demonstrated by testing many randomly generated functions.The main aim of this project is to develop arithmetic circuits for practical application. A number of practical arithmetic circuits are reported. The first one is a carry chain adder. Utilising the CMOS circuit characteristics, a simple and high speed carry chain is constructed to perform the carry operation. The proposed carry chain adder can be reconstructed to form a fast carry skip adder, and it is also found to be a good application for residue number adders. An algorithm for an on-line adder and its implementation are also developed. Another circuit is a parallel multiplier based on 5:3 counter. The simulations show that the proposed circuits are better than many previous designs, in terms of the number of transistors and speed. In addition, a 4:2 compressor for a carry free adder is investigated. It is shown that the two main schemes to construct the 4:2 compressor have a unified structure. A variant of the Baugh and Wooley algorithm is also studied and generalized in this work

Logic synthesis and optimisation using Reed-Muller expansions

This thesis presents techniques and algorithms which may be employed to represent, generate and optimise particular categories of Exclusive-OR SumOf-Products (ESOP) forms. The work documented herein concentrates on two types of Reed-Muller (RM) expressions, namely, Fixed Polarity Reed-Muller (FPRM) expansions and KROnecker (KRO) expansions (a category of mixed polarity RM expansions). Initially, the theory of switching functions is comprehensively reviewed. This includes descriptions of various types of RM expansion and ESOP forms. The structure of Binary Decision Diagrams (BDDs) and Reed-Muller Universal Logic Module (RM-ULM) networks are also examined. Heuristic algorithms for deriving optimal (sub-optimal) FPRM expansions of Boolean functions are described. These algorithms are improved forms of an existing tabular technique [1]. Results are presented which illustrate the performance of these new minimisation methods when evaluated against selected existing techniques. An algorithm which may be employed to generate FPRM expansions from incompletely specified Boolean functions is also described. This technique introduces a means of determining the optimum allocation of the Boolean 'don't care' terms so as to derive equivalent minimal FPRM expansions. The tabular technique [1] is extended to allow the representation of KRO expansions. This new method may be employed to generate KRO expansions from either an initial incompletely specified Boolean function or a KRO expansion of different polarity. Additionally, it may be necessary to derive KRO expressions from Boolean Sum-Of-Products (SOP) forms where the product terms are not minterms. A technique is described which forms KRO expansions from disjoint SOP forms without first expanding the SOP expressions to minterm forms. Reed-Muller Binary Decision Diagrams (RMBDDs) are introduced as a graphical means of representing FPRM expansions. RMBDDs are analogous to the BDDs used to represent Boolean functions. Rules are detailed which allow the efficient representation of the initial FPRM expansions and an algorithm is presented which may be employed to determine an optimum (sub-optimum) variable ordering for the RMBDDs. The implementation of RMBDDs as RM-ULM networks is also examined. This thesis is concluded with a review of the algorithms and techniques developed during this research project. The value of these methods are discussed and suggestions are made as to how improved results could have been obtained. Additionally, areas for future work are proposed

URI Undergraduate and Graduate Course Catalog 2011-2012

This is a digitized, downloadable version of the University of Rhode Island course catalog.https://digitalcommons.uri.edu/course-catalogs/1063/thumbnail.jp