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    UNIT-2

    Gate Dielectrics

    Contents

    2.10 Assembly and packaging

    2.9 Costing and yield

    2.8 Metrology and defect inspection

    2.7 Photoresist technologies for the nanoscale

    2.6 3D interconnects

    2.5 Challenges in MOSFETsfor sub 15nm gate technology

    2.4 Effect of lattice mismatch in device fabrication

    2.3 Thermal matching

    2.2 Poly-Si high-k dielectrics

    2.1 Gate dielectrics

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    2.1 Gate Dielectrics

    A gate dielectric is a dielectric used between the gate and substrate of a field-effecttransistor.

    Importance:

    Electrically clean interface to the substrate (low density of quantum states for electrons)

    High capacitance, to increase the FET transconductance

    High thickness, to avoid dielectric breakdown and leakage by quantum tunneling.

    Introduction:

    For silicon-substrate FETs, the gate dielectric is almost always silicon dioxide.

    The only dielectric material, other than silicon oxide, which can be made from Si letting thesilicon nitridate was silicon nitride (Si3N4). It was known as a ceramic material which couldbe formed by reaction of silicon with nitrogen or ammonia at very high temperatures.

    The interface properties of oxidized silicon are superior to those of any other silicon-dielectric interface.

    Combining the good characteristics of silicon nitride with those of oxidized silicon waspossible by first oxidizing the silicon and depositing a nitride film on top of the oxide layer.

    Common Dielectric Films and Dielectric constant

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    2.1.1 Thermal silicon Oxide (SiO2)

    2.1.2 Plasma Nitride Oxide (SiON)

    Silicon oxynitride films have been used due to following reasons:

    1. Higher barrier properties to impurity penetration, such as Boron,

    2. Hot-carrier resistance,

    3. Radiation damage resistance,

    4. Improved high field electron channel mobility

    5. Dielectric constant modification

    6. Higher barrier properties to impurity penetration.

    Incorporation of nitrogen atoms in ultra-thin gate dielectrics with an equivalent oxide

    thickness (EOT) less than 3 nm is used to reduce gate leakage and boron diffusion from

    boron-doped pC poly-Si gate electrode to the channel region and to enhance reliability of

    MOS devices without sacrificing performance.

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    2.1.2.1 Ammonium based oxynitrides:

    Annealing of silicon dioxide in NH3 usually results:

    1. A peak of nitrogen at the siliconsilicon oxynitride (SiSiON) interface,

    2. A small amount of nitrogen in the bulk and

    3. A nitrogen rich surface region.

    The nitrogen at the surface has been relate to the exchange of O and N atoms during

    nitridation.

    Nitridation proceeds through the diffusion of a nitrogenous species towards the SiSiON

    interface

    The formation of oxynitrides using NH3 also introduces hydrogen into the film, which

    generate dielectric reliability problems.

    Post-nitridation anneals in O2 (reoxidation) have traditionally been the most popular and

    modify the film.

    Increasing reoxidation temperature the hydrogen concentration decreases more rapidly.

    reduction of hydrogen is mainly due to a diffusion mechanism rather than chemical

    reaction.

    2.1.2.2 Nitrous and Nitric Oxide-Based Oxynitrides:

    The formation of silicon oxynitride using N2O and/or NO results in a build-up of

    interfacial nitrogen and bulk nitrogen throughout the film.

    The nitrogen concentration and its distribution is very sensitive to process parameters

    such as:

    1. Temperature,

    2. Time, Pressure,

    3. Processing variations (e.g., annealing of a preoxide or oxynitridation of silicon)

    4. Tool considerations (furnace or RTP, associated gas-phase kinetics and

    thermodynamics, etc.)

    The interfacial nitrogen concentration found in N2O nitrided oxides is typically less than

    NH3 and NO nitrided oxides.

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    Product introduction by 2020, we focus on enhanced MOS transistors

    with gates 10 nm long.

    1. Transition to metal gate

    2. Transition to high-k (high-dielectric-constant) gate dielectric

    3. Transition to fully depleted silicon-on-insulator (FD SOI)

    4. Transition to multiple-gate (MuG) transistors

    Why SiO2Sub-1.0 nm SiON

    To scale SiON to below 1.0 nm with low leakage, it is necessary to increase the nitrogen

    concentration.

    bonding constraint theory suggests that Si3N4 cannot be directly substituted for SiO2 at

    the Si substrate.

    The average number of bonds (Nav~3) represents a criteria for low defect.

    The average coordination at the SiSi3N4 interface has an over-constrained bonding

    configuration (Nav~3.5) with a significantly higher defect concentration.

    If ultra-thin SiO2 layer (~0.5 nm) is formed between the Si substrate and Si3N4, the

    average bonding coordination is reduced down to 3.0.

    The siliconsilicon dioxide interfaces leading to significantly improved electrical

    performance.

    Bond Order or Average number of bonds=(number of bonding electron-number of antibonding electron)/2

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    2.2 Poly-Si high-k dielectrics

    The term high- dielectric refers to a material with a high dielectric constant (K)

    (as compared to silicon dioxide) used in semiconductor manufacturing processes

    which replaces the silicon dioxide gate dielectric.

    Si3N4 has a higher dielectric constant than SiO2. (around 6.5, dependent on the

    deposition conditions, compared to 3.9 for SiO2 4.2)

    Metal-nitride-oxide-silicon composites have the advantage of an increased

    capacitance value compared to metal-oxide-silicon structures with the same

    dielectric physical thickness..

    2.2.1 Why High-k

    Why High-k: The oxide film between the nitride and the silicon surface needed to have a

    thickness of at least about 100Angstrom (10 nm), to prevent a peculiar instability effect

    from occurring.

    This effect was found to be due to tunneling of electrical charge between the silicon

    substrate and electron traps in the nitride, occurring when the electric field was high

    enough.

    The gate oxide in a MOSFET can be considered as a parallel plate capacitor.

    where Sis a capacitor plate area, dis a distance between capacitor plates (equal tocapacitor oxide material thickness), kis a relative dielectric constant, and 0 is the electricalpermittivity of vacuum.

    Using a material with high dielectric constantkwould allow an increase of oxide thicknesswhile avoiding the problem of oxide current leakage and maintaining the same capacitanceper unit area required for a high density of MOSFET devices on the chip surface.

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    2.2.2 High-k Materials (for Gate dielectric)

    Currently, the most promising high-k gate oxide materials are hafnium dioxide (HfO2),

    zirconium dioxide (ZrO2), alumina (Al2O3), hafnium silicate (HfSiO4), and zirconium silicate

    (ZrSiO4).

    Above materials are thermodynamically stable in contact with Si.

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    2.2.3 HfO2-Based High-k Dielectric Gate (Properties)(Hafnium dioxide or hafnia)

    The nitrided silicates specifically hafnium silicon oxynitride (HfSiON) are

    physically and electrically stable enough to be considered.

    Because: Hafnium oxide (HfO2) has a dielectric constant ranging from about 18

    to 22, and HfSiON has been reported to have a dielectric constant of up to 24.

    Hafnium-based gate dielectric compounds also have high band offsets,

    ECB1.5eV and EVB 3 eV that make them especially useful for MOS devices.\

    HfO2 has many undesirable properties, such as low crystallization temperature.

    Low channel mobility.

    A high charge trap density

    MOS devices using HfSiON gate dielectrics have shown the highest channel

    mobility

    Aluminates

    The aluminates also have high band offsets and might be better suited, if only the band

    offset and band gap were the critical parameters. However, it has been found that

    aluminum-based dielectrics have a lower crystallization temperature than the nitrided

    silicates, and reduced mobility as a result of aluminum diffusion into the channel

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    2.2.4 Deposition of Hafnium

    Hafnium-based gate dielectrics have been deposited mostly by physical vapor deposition

    (PVD), chemical vapor deposition (CVD), and atomic layer deposition (ALD).

    PVD has been successfully used to perform the initial pioneering deposition of hafnium

    silicon oxide (HfSiO) and hafnium silicon oxynitride (HfSiON)

    Atomic layer deposition has been successfully used to deposit HfO2 using hafnium

    tetrachloride (HfCl4)

    ALD has also been used to deposit HfSiO using metal organic precursors such as tetrakis

    ethylmethylamido silicon (TEMASi) and tetrakis ethylmethylamido hafnium (TEMAHf) and

    tetrakis methylamido silicon (TDMAS).

    These precursors have been selected after significant investigations that were

    targeted at minimizing SiO2 interfacial growth during deposition

    nitridation is necessary in order to reduce the leakage of SiO2 and to block boron.

    HfSiONs with more than a few percent nitrogen are produced by post-deposition

    processes using either ammonia or plasma nitridation.

    2.2.5 Physical Properties of HfO2 and HfSiON

    One of the key properties of SiO2 and SiON is their amorphous nature even after annealing

    at temperatures well above the conventional CMOS processing temperatures.

    Hafnium oxide (HfO2) and HfSiO, on the other hand have much lower crystallization

    temperatures.

    Hafnium silicon oxide, crystallize at temperatures lower than the maximum CMOS

    processing temperature shows phase separation as it is annealed at these temperatures.

    addition of nitrogen to HfSiO to form HfSiON stabilizes the structure such that the material

    remains amorphous up to about 11008C

    Crystalline gate dielectrics, especially polycrystalline films will most likely have point defects

    and grain boundaries that are expected to place significant limitations on the reliability of

    the gate dielectric.

    As already mentioned above, the addition of nitrogen to HfSiO to form HfSiON stabilizes

    the structure such that the material remains amorphous up to about 11008C

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    2.2.6 Electrical Properties

    High-k gate dielectrics have demonstrated to have much lower gate leakage than

    SiO2 and SiON for the same thickness.

    HfSiON materials do not degrade the channel mobility for electron and holes.

    plasma nitridation tends to yield higher mobility and better nitrogen profile control in

    HfSiON.

    high electron and hole mobilities of HfSiON with an EOT of about 0.8 nm.

    2.3 Thermal Mismatch

    Thermal expansion is the tendency of matter to change in volume in response to a changein temperature.

    When a substance is heated, its particles begin moving more and thus usually maintain agreater average separation.

    Silicon 2.6x10-6m.

    SiO2 5x10 -7m.

    Si3N4 106m.

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    2.4 Effects of lattice mismatch in device fabrication

    2.5 Electronic Below 15nm

    (Challenges for sub 15nm gate technology)

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    As the bulk MOSFETs enter the sub-100-nm range, their further scaling runs into several

    problems, including short-channel effects and gate oxide leakage.

    The recent experimental demonstrations of several bulk transistors with gate length below

    20 nm, performance of these prototypes is far from perfect.

    Below 20 nm will require:

    The use of advanced FETs, primarily double-gate MOSFETs with thin, undoped silicon-

    on-insulator (SOI) channel connecting highly doped source and drain.

    two gates allow a very effective control of the electrostatic potential of the channel

    But the fabrication of double-gate transis- tors is certainly more complex than that of the

    usual bulk MOSFETs,

    Solution

    Below 20 nm will require the use of advanced FETs, primarily double-gate MOSFETs

    with thin, undoped silicon-on-insulator (SOI) channel connecting highly doped source

    and drain. The main reasons in favor of this choice is as follows:

    Such device is a close approximation to what may be called the "ultimate MOSFET",

    because two gates allow a very effective control of the electrostatic potential of the

    channel, and hence the carrier transport. (Similar devices with single-gate [15, 16]

    loose to double-gate devices in scalability, though are certainly preferable to bulk

    MOSFETs.)

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    For relatively long devices (L = 10 nm) the characteristics are close to ideal: atpositive gate voltage the current rapidly saturates at a level considerably larger thanthe industrial standard.

    As the gate length L is reduced below approximately 5 nm (channel length Lc, below 8 nm), transistor performance starts to degrade.

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    2.6 3D Interconnects

    athree-dimensional integrated circuit (3DIC, 3D-IC, or 3-D IC) is achipin which two ormore layers of activeelectronic componentsare integrated both vertically and horizontallyinto a single circuit are interconnect withcopper wires.

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    2.7 Photoresist technologies for the nanoscale

    A photoresist is a light-sensitive material used in several industrial processes, such as

    photolithography.

    Positive-tone photoresist systems are those, where the relief image formed at thewafer level is the same as the one in the mask.

    A positive resistis a type of photoresist in which the portion of the photoresist that is

    exposed to light becomes soluble to the photoresist developer. The portion of the

    photoresist that is unexposed remains insoluble to the photoresist developer.

    A negative resistis a type of photoresist in which the portion of the photoresist that is

    exposed to light becomes insoluble to the photoresist developer. The unexposed portion of

    the photoresist is dissolved by the photoresist developer.

    In negative-tone systems, the relief image is the complement or opposite of themask or reticle

    Poly(methyl methacrylate) (PMMA),

    Poly(methyl glutarimide) (PMGI)

    Phenol formaldehyde resin (DNQ/Novolac),

    SU-8

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    Photoresist technology, the processes whereby a mask pattern is transferred into another

    material.

    The mask is in most cases a polymer resist which has been patterned by a lithographic

    technique, such as photons, charged particle beams, or nanoimprinting stamps.

    The polymer nanopatterns have no other functions except serving as a mask in subsequent

    pattern transfer processes.

    There are many ways of transferring a polymer resist pattern into a substrate

    These processing techniques can be grouped into either additive processes or subtractive

    processes that is,

    adding a new material through, or removing material from, the openings of polymer resist

    mask.

    four most commonly used pattern transfer processes are:

    (a) lift-off process by which another material is deposited through a resist pattern opening.

    (b) Additive process which adds a material byelectroplating inside the resist pattern opening.

    (c) A subtractive process by which athin film deposited on a substrate is patterned by etchingthrough the resist mask opening

    (d) The resist pattern istransferred directly into a substrate by etching through the resist maskopenings.

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    Limitation at nanoscale

    Ideally, a mask pattern should be faithfully transferred into another material without

    any distortions.

    When dealing with sub-100 nm pattern transfer, this is a difficult task, because each

    pattern transfer technique has its own capabilities and limitations.

    Some of the pattern transfer techniques are inherently not able to replicate the

    dimension of mask patterns.

    We will discuss only those having the capability of transferring polymer resist patterns

    in sub-100 nm dimension.

    the advancement of semiconductortechnology cannot continue at the currentpace.

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    Methodology

    2.7.1 Pattern transfer by lift-off

    The concept of patterning high-resolution metallic structures is obtain by

    using by lift-off process

    Sub-20 nm metal lines were made by the technique using patterned

    poly(methyl methacrylate)PMMA resis.

    Step 1 A polymer resist layer is patterned first by optical or e-beam

    lithography.

    Step 2 Metallic thin film is then deposited onto the patterned resist layer.

    Step 3 A wet chemical solution, normally acetone, dissolves the resistlayer, which also lifts off the metallic thin film on top of the resist layer from

    the substrate

    Only the metallic film deposited through the resist pattern opening onto the substrate

    remains.

    The resolution capability of lift-off process is in principle the same as the resist patterning

    process, whether the patterning is done by optical lithography, e-beam lithography, or

    nanoimprinting lithography.

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    2.7.1 Defects Inspection

    Thin-film deposition point of view, the only limitation on the ultimate resolution oflift-off patterns is the grain size of deposited thin films. Acontinuous line patternmay be broken if the grain size is comparable to the linewidth.

    2.7.2 Pattern Transfer by Plating

    The additive pattern transfer process involves depositing thin films into the opening of apolymer resist mask.

    there are many different thin-film deposition techniques, not all of them are suitable foradditive pattern transfer.

    A thin film can be deposited by physical vapor deposition (PVD), chemical vapor deposition(CVD), molecule beam epitaxy (MBE), oxidation, spin or spray coating and plating.

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    2.7.3 Damascene Process

    2.7.4 Pattern Transfer by Plating

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    2.8 Yield Model

    yield model has referred to themathematical representation of the effect ofrandomly distributed defects on thepercentage of the integrated circuits (or die)on a wafer that are good.

    Means that they pass all parametric andfunctional tests that are specified for theproduct.

    2.9 Packaging

    The role of packaging in semiconductor electronic applications is to protect and preserve

    the performance of the semiconductor device from electrical, hygro-thermo-mechanical,

    and chemical corruption or impairment.

    The package may appear to be just a tiny black plastic box, gray stonelike slab, or a

    bright metal container that is used to hold the chip,

    Types of Packaging:

    The nonhermetic plastic package, also calledplastic encapsulated

    microelectronics(PEM) especially in military circles, became mainstream

    products with the DIP that is still used today. The DIP that helped make

    packaging a high-volume low-cost.

    The fully hermetic package was first developed over a century ago and

    has served both the electronics and optoelectronics industries quite well.

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    2.9.1 Function of Packaging Protection: fully hermetic, vacuum-sealed enclosures since low gas pressure was essential to

    operation of the electronic and optoelectronic systems.

    Chemical reactions will cause changes that are usually undesirable. Some metals will oxidize

    and corrode.

    Solid-state devices can undergo change in the presence of air gases, especially oxygen and

    water vapor.

    Connectivity: (Electrical) The package provides the first-level (device to package) interconnect

    structure and must enable second-level (package to circuit board) electrical connections.

    Electronic devices require power, ground, and signal transmission paths.

    Metal packages require insulating or nonconductive seals.

    Glass and ceramic eyelets are used for metal packages and this requires high-temperature

    processing.

    (Radiant Energy) optoelectronic devices all require that their

    packages allow light either to enter, to exit, or both.

    Such devices include emitters, likelight emitting diodes(LEDs), lasers, and various

    photodetectors including more sophisticated imaging devices, likechargecoupled devices

    (CCDs).

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    The traditional packaging technology that has supported device protection and performance

    requirements has involved such structures as the dual in-line package (DIP) and the quad flat

    package (QFP).

    The DIP uses pins to connect the packaged chip to the electronic system and these pins are

    inserted into a printed circuit board (PCB) or socket during assembly.

    The leads of the QFP, on the other hand, are solder mounted onto the surface of the PCB

    rather than being inserted into the board as is the DIP.

    The commercial industry has moved towards the ball grid array (BGA) format to support

    higher lead count packages because QFP is not suitable for larger interconnects.

    2.9.2 System in a package: 3D Packaging

    Combining the attributes of BGA formats and expanding the concept vertically with

    multiple chips has spawned the more recent concept of system in a package (SIP).

    Multiple chips are assembled in a vertical mode, either in separate packages such as

    package on package assemblies or in terms of multiple stacked dies in a package.

    The advantages here are improved board space, integrated functionality in close proximity,

    possible add on technologies, improved time to market, and lower cost.

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    2.9.3 Electronics Packaging Challenges

    The need for better packaging design tools and processes can be most usefully

    discussed in terms of the needs of electronic systems for increased functionality,

    higher performance, and reliable behavior.

    These needs are discussed in terms of challenges that must be met.

    2.9.3.1 Transition of Packaging Formats (Traditional Packages to Area Array

    Interconnect) (from DIP to QFP to BGA):

    The traditional packaging technology that has supported device protection and

    performance requirements has involved such structures as the dual in-line package (DIP)

    and the quad flat package (QFP).

    the chip is electrically connected to the package via wire bonding.

    The DIP uses pins to connect the packaged chip to the electronic system and these pins

    are inserted into a printed circuit board (PCB) or socket during assembly.

    The leads of the QFP, on the other hand, are solder mounted onto the surface of the PCB

    rather than being inserted into the board as is the DIP.

    At about 250 leads, however, the increasing difficulty in manufacturing the QFP format

    The commercial industry has moved towards the ball grid array (BGA) format to support

    higher lead count packages.

    This format tends to be limited by the peripheral chip pads, because of increment in

    transistors, chip complexity increases. So we use Area array interconnect.

    DIP

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    2.9.3.2 System in a package:

    Combining the attributes of BGA formats and expanding the concept vertically with

    multiple chips has spawned the more recent concept of system in a package (SIP).

    Multiple chips are assembled in a vertical mode, either in separate packages such as

    package on package assemblies or in terms of multiple stacked dies in a package.

    2.9.3.3 The Challenge of Interconnect and Mechanical Reliability:

    The transistor density (millions of transistors/square cm) increases from 174 in 2005 to

    876 in 2012. These transistors must be supported with power, ground, and signal I/O. so

    interconnects increases.

    2.9.3.3.1 Chip-Level Interconnect Modifications: materials have migrated from the

    historic Al/SiO2 to Cu/low-k for the conductor and ILD materials.

    The new ILDs are made of low dielectric constant (2.03.0) material.

    Many of these materials have low mechanical strength and low thermal conductivitycompared to SiO2 as the ILD (have minimum capacitive between metals).

    The on-wafer interconnect comprises multiple lines of ultra-fine metal interconnect

    embedded in the low-k dielectric.

    These structures support little strain and can become a significant reliability risk.

    2.9.3.3.2 Underfill Polymers in Flip-Chip Processing: The coefficient of thermal

    expansion (CTE) of silicon is about 2.6 ppm/8C, and that of the glass fiber reinforced

    printed wiring board (PWB) is about 17 ppm/8C. The BGA substrate is the intermediary

    between the silicon and the PCB with a CTE of 6 ppm/8C for ceramic BGA, CBGA and 17

    ppm/8C for organic BGA. The large CTE difference between CBGA and organic PWB

    limits the CBGA body size to about 32 mm. On the other hand, the large CTE difference

    between plastic BGA (PBGA) and the silicon chip puts a significant shear stress on the

    flip chip interconnect and almost any commercial application is impractical without the use

    of underfill.

    Underfill encapsulation between the front-side of the chip and the top side of the PBGA

    substrate distributes the stress over the entire chip surface, and so reduces the stress on

    the flip chip solder joints. The impact of this CTE mismatch is that the entire assembly

    flexes during thermal cycling to distribute stress away from the solder balls.

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    It is important that the underfill material has good mechanical integrity and interfacial

    adhesion to both the chip and the substrate surfaces and the vertical direction CTE of the

    underfill is compatible with that of the solder joints. The cost associated with the

    dispensing of the underfill into the thin gap between the chip and the substrate and the

    curing time are other challenges. Note that as the gap is reduced there will be some height

    of this gap where conventional underfills will be very difficult to inject between the chip

    and the substrate.

    2.9.3.4 The Challenge of Thermal Management: The high performance chips that will

    dissipate a heat load approaching 200 W in 2012, will require more actively managed

    thermal systems than those used commercially today.

    Fluid flow heat exchangers can support very large loads.

    diamond heat spreaders and diamond micro-channel heat exchangers can be used to

    support thermal loads, an order of larger magnitude

    2.9.4.1 Heat-Sink Attachment for Large and High Power Chips: the CTE difference

    between the chip and the PBGA substrate will cause both to bend when the encapsulated

    chip/package entity is cooled from the curing temperature to room temperature.

    The use of thermal adhesive in attaching a rigid heat sink to the backside of the chip will

    prevent the bending of the chip, and the shear stress to the solder joint and encapsulant

    may remain excessively large.

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    2.9.3.4 Electrical Parameter (Resistance):

    Resistance represents the property of a conductor to exhibit a voltage drop between its

    terminals when a current is flowing. This is due to the dissipation of energy in the form ofheat within the conductor.\

    The value of the voltage drop can be calculated from Ohms law as V=IR.

    The resistance of a conductor will depend on the material (Resistivity)

    For dc conditions the resistance, R is calculated as R= l/A, where (resistivity), l (length);

    and A (area) of cross section.

    Resistivity varies significantly between package types. Plastic packages may use copper

    conductors ( =1.67 -cm) or Alloy42 as a conductor material ( =38.8 -cm). Co-fired

    ceramic packages may use tungsten/glass composite materials for conductor traces, which

    may have an effective resistivity of 25 -cm.

    Yield Model (device test)

    Current technology uses small devices so small contamination can affect chip functionality

    So risk analysis is needed before its packaging is known as Yield model.

    The term yield model has referred to the mathematical representation of the effect of

    randomly distributed defects on the percentage of the integrated circuits (or die) on a

    wafer that are good.

    A complete and much more useful yield model will also account for systematic yield

    losses.

    Systematic yield losses can result from process, design or test problems.

    The mathematical representations are typically derived from statistical distribution functions,such as the Poisson distribution or the BoseEinstein statistics.

    The total yield for a given product can be expressed as the product of the systematic yield

    and the random yield

    Y=YsxYr

    above equation used to calculate the yield limits due to various types of random defects

    that arise from different manufacturing process steps or process equipment.

    The random yield limits (or, yield losses) into components that are due to different types.

    Ys is often estimated, or it can be calculated by performing cluster analysis,.

    A complete yield model partitions the term Ys into its sub-components to create yield

    improvement.

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    Characteristics of yield models:

    1. It must account for all sources of yield loss, both random and systematic.

    2. The total modeled or calculated yield should agree well with the actual yield.

    3. It should ideally give insight into possible causes of the yield loss.

    4. It should be able to partition and quantify yield losses resulting from design, process, test,

    and random defects.

    5. It should provide the basic methods for automated yield analysis tools.

    Yield modeling have advantageous because:

    1. It makes possible the use of existing process and test data to quantify all sources of yield

    loss.

    2. It can substantially improve the yield learning rate for new products.

    3. It makes accurate yield forecasting possible, which aids in planning.

    4. It helps to set product specifications that match process capability.

    5. It can provide the primary algorithms needed to create automated yield analysis programs.

    Cluster Analysis

    Cluster analysis or window analysis, introduced by Seeds.

    This analysis is performed using actual wafer probe bin maps for finished wafers.

    The die are partitioned into groups or blocks of 1, 2, 3, 4(2x2), 6(3x2), 9(3x3), etc.

    A simple example with groupings of 1x1, 1x2, 2x2, and 2x3 is shown

    Cluster analysis or window analysis, introduced

    by Seeds.

    This analysis is performed using actual wafer

    probe bin maps for finished wafers.

    The die are partitioned into groups or blocks of

    1, 2, 3, 4(2x2), 6(3x2), 9(3x3), etc.

    A simple example with groupings of 1x1, 1x2,

    2x2, and 2x3 is shown

    The block is only considered to be a yieldingblock if all die within the block passed waferprobe testing

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    Yield %: For example, if there are 600 possible candidates on the wafer, and 480

    tested good, the yield of the 1x1 block is simply 480/600=80%. For the 1x2 blocks,

    the total possible candidates would be 300, and if 216 of these had both die pass

    wafer probe, the yield is 216/300=72%. The 2x2 blocks, for example, have 150 total

    candidates, and if 90 of the blocks contain all four dice that tested good, the yield is

    90/150=60%.

    the above block yield calculations are performed on a relatively large number (~100500 if possible)

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    Random-Defect Yield Models:

    If the wafer has a given number of fatal defects that are spread randomly over the wafer

    area, then the average number per chip would be Ax D0, where A is the chip area and D0 isthe total number divided by the total wafer area.

    If the defects are completely random in their spatial distribution, the probability of finding a

    given number (k) of defects:

    Where

    The yield is then defined as the probability of a die having zero defects (k=0), so:

    This is the Poisson yield model.

    Inter Level Dielectric; same as Inter Layer Dielectric and IMD, dielectric material used

    to electrically separate closely spaced interconnect lines arranged in several levels

    (multilevel metallization) in an advanced integrated circuit; ILD must feature low

    dielectric constant k (as close to 1 as possible) to minimize capacitive coupling

    ("cross talk") between adjacent metal lines.