Modeling the cosmic-ray-induced soft-error rate in integrated circuits: An overview

This paper is an overview of the concepts and methodologies used to predict soft-error rates (SER) due to cosmic and high-energy particle radiation in integrated circuit chips. The paper emphasizes the need for the SER simulation using the actual chip circuit model which includes device, process, and technology parameters as opposed to using either the discrete device simulation or generic circuit simulation that is commonly employed in SER modeling. Concepts such as funneling, event-by-event simulation, nuclear history files, critical charge, and charge sharing are examined. Also discussed are the relative importance of elastic and inelastic nuclear collisions, rare event statistics, and device vs. circuit simulations. The semi-empirical methodologies used in the aerospace community to arrive at SERs [also referred to as single-event upset (SEU) rates] in integrated circuit chips are reviewed. This paper is one of four in this special issue relating to SER modeling. Together, they provide a comprehensive account of this modeling effort, which has resulted in a unique modeling tool called the Soft-Error Monte Carlo Model, or SEMM.

[1]  P. J. McNulty,et al.  Determination of SEU parameters of NMOS and CMOS SRAMs , 1991 .

[2]  W. J. Stapor,et al.  Two parameter Bendel model calculations for predicting proton induced upset (ICs) , 1990 .

[3]  J. N. Bradford,et al.  A distribution function for ion track lengths in rectangular volumes , 1979 .

[4]  Hideyuki Iwata,et al.  Numerical analysis of alpha-particle-induced soft errors in SOI MOS devices , 1992 .

[5]  James F. Ziegler,et al.  Terrestrial cosmic rays , 1996, IBM J. Res. Dev..

[6]  Kiyoo Itoh,et al.  A cross section of alpha -particle-induced soft-error phenomena in VLSIs , 1989 .

[7]  J. Ziegler,et al.  stopping and range of ions in solids , 1985 .

[8]  M. R. Pinto,et al.  Numerical simulation of heavy ion charge generation and collection dynamics , 1993 .

[9]  Henry H. K. Tang,et al.  Nuclear physics of cosmic ray interaction with semiconductor materials: Particle-induced soft errors from a physicist's perspective , 1996, IBM J. Res. Dev..

[10]  L. W. Woo,et al.  Intranuclear Cascade Calculations of the 4-He + 59-Co System , 1984 .

[11]  R. L. Woodruff,et al.  Three-dimensional numerical simulation of single event upset of an SRAM cell , 1993 .

[12]  J. R. Grover,et al.  VEGAS: A Monte Carlo Simulation of Intranuclear Cascades , 1968 .

[13]  G.A. Sai-Halasz Cosmic ray induced soft error rate in VLSI circuits , 1983, IEEE Electron Device Letters.

[14]  James L. Walsh,et al.  Field testing for cosmic ray soft errors in semiconductor memories , 1996, IBM J. Res. Dev..

[15]  R. R. O'Brien,et al.  Collection of charge from alpha-particle tracks in silicon devices , 1983, IEEE Transactions on Electron Devices.

[16]  D. Binder,et al.  Satellite Anomalies from Galactic Cosmic Rays , 1975, IEEE Transactions on Nuclear Science.

[17]  J. Ziegler THE STOPPING AND RANGE OF IONS IN SOLIDS , 1988 .

[18]  Huntington W. Curtis,et al.  Accelerated testing for cosmic soft-error rate , 1996, IBM J. Res. Dev..

[19]  W. A. Kolasinski,et al.  Cost-effective numerical simulation of SEU , 1988 .

[20]  Peter J. McNulty,et al.  Microdosimetric Aspects of Proton-Induced Nuclear Reactions in Thin Layers of Silicon , 1982, IEEE Transactions on Nuclear Science.

[21]  E. L. Petersen,et al.  Predicting Single Event Upsets in the Earth's Proton Belts , 1984, IEEE Transactions on Nuclear Science.

[22]  T. J. O'Gorman The effect of cosmic rays on the soft error rate of a DRAM at ground level , 1994 .

[23]  J. C. Pickel,et al.  Rate prediction for single event effects-a critique , 1992 .

[24]  J. G. Rollins,et al.  Estimation of proton upset rates from heavy ion test data (ICs) , 1990 .

[25]  M. Xapsos Applicability of LET to single events in microelectronic structures , 1992 .

[26]  G. R. Srinivasan,et al.  A microscopic model of energy deposition in silicon slabs exposed to high-energy protons , 1987 .

[27]  S. Satoh,et al.  CMOS-SRAM soft-error simulation system , 1994, Proceedings of International Workshop on Numerical Modeling of processes and Devices for Integrated Circuits: NUPAD V.

[28]  E. Normand,et al.  Guidelines for predicting single-event upsets in neutron environments (RAM devices) , 1991 .

[29]  G. R. Srinivasan,et al.  Soft-error Monte Carlo modeling program, SEMM , 1996, IBM J. Res. Dev..

[30]  S. Wender,et al.  Single event phenomena in atmospheric neutron environments , 1993 .

[31]  James L. Walsh,et al.  IBM experiments in soft fails in computer electronics (1978-1994) , 1996, IBM J. Res. Dev..

[32]  H. Bertini Low-Energy Intranuclear Cascade Calculation , 1963 .

[33]  R. R. O'Brien,et al.  Dynamics of Charge Collection from Alpha-Particle Tracks in Integrated Circuits , 1981, 19th International Reliability Physics Symposium.

[34]  Tang,et al.  Cascade statistical model for nucleon-induced reactions on light nuclei in the energy range 50 MeV-1 GeV. , 1990, Physical review. C, Nuclear physics.

[35]  E. L. Peterson The relationship of proton and heavy ion upset thresholds , 1992 .

[36]  J. Ziegler,et al.  Effect of Cosmic Rays on Computer Memories , 1979, Science.

[37]  G. R. Srinivasan,et al.  Parameter-free, predictive modeling of single event upsets due to protons, neutrons, and pions in terrestrial cosmic rays , 1994 .

[38]  R. H. Dennard,et al.  Alpha-particle-induced soft error rate in VLSI circuits , 1982 .

[39]  G. Srinivasan,et al.  Accurate, predictive modeling of soft error rate due to cosmic rays and chip alpha radiation , 1994, Proceedings of 1994 IEEE International Reliability Physics Symposium.

[40]  R. R. O'Brien,et al.  A field-funneling effect on the collection of alpha-particle-generated carriers in silicon devices , 1981, IEEE Electron Device Letters.

[41]  J. R. Letaw,et al.  Neutron Generated Single-Event Upsets in the Atmosphere , 1984, IEEE Transactions on Nuclear Science.

[42]  T. May,et al.  Alpha-particle-induced soft errors in dynamic memories , 1979, IEEE Transactions on Electron Devices.

[43]  G.A. Sai-Halasz,et al.  Monte Carlo modeling of the transport of ionizing radiation created carriers in integrated circuits , 1980, IEEE Electron Device Letters.

[44]  E. Normand,et al.  Incorporation of ENDF-V neutron cross section data for calculating neutron-induced single event upsets , 1989 .

[45]  Leo B. Freeman Critical charge calculations for a bipolar SRAM array , 1996, IBM J. Res. Dev..

[46]  K. Jenkins,et al.  Ion microbeam probing of sense amplifiers to analyze single event upsets in a CMOS DRAM , 1991 .