An MIG-based compiler for programmable logic-in-memory architectures
- 5 June 2016
- conference paper
- conference paper
- Published by Association for Computing Machinery (ACM)
- p. 117-117:6
- https://doi.org/10.1145/2897937.2897985
Abstract
Resistive memories have gained high research attention for enabling design of in-memory computing circuits and systems. We propose for the first time an automatic compilation methodology suited to a recently proposed computer architecture solely based on resistive memory arrays. Our approach uses Majority-Inverter Graphs (MIGs) to manage the computational operations. In order to obtain a performance and resource efficient program, we employ optimization techniques both to the underlying MIG as well as to the compilation procedure itself. In addition, our proposed approach optimizes the program with respect to memory endurance constraints which is of particular importance for in-memory computing architectures.Keywords
This publication has 12 references indexed in Scilit:
- Fast Logic Synthesis for RRAM-based In-Memory Computing using Majority-Inverter GraphsPublished by Research Publishing Services ,2016
- Majority-Inverter Graph: A New Paradigm for Logic OptimizationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2015
- Beyond von Neumann—logic operations in passive crossbar arrays alongside memory operationsNanotechnology, 2012
- Metal–Oxide RRAMProceedings of the IEEE, 2012
- Dynamical Properties and Design Analysis for Nonvolatile Memristor MemoriesIEEE Transactions on Circuits and Systems I: Regular Papers, 2010
- ‘Memristive’ switches enable ‘stateful’ logic operations via material implicationNature, 2010
- The resistive switching characteristics of a Ti/Gd2O3/Pt RRAM deviceMicroelectronics Reliability, 2010
- Median AlgebraTransactions of the American Mathematical Society, 1980
- Median algebraTransactions of the American Mathematical Society, 1980
- A ternary operation in distributive latticesBulletin of the American Mathematical Society, 1947