Trends in Integrated Circuits Technology Prof. Krishna Saraswat Department of Electrical Engineering Stanford University Stanford, CA 94305 saraswat@stanford.edu araswat tanford University 1 EE311/ Trends Miniaturization => Market growth Market Growth Investment Better Performance/Cost Technology Scaling Semiconductors have become increasingly more important part of world economy Courtesy Prof. Tsu-Jae King (Sources: VLSI Research Inc.; United Nation yearbook; World Bank Database; IMF) araswat tanford University 2 EE311/ Trends 1 World IC Market by Technology Ref: Chang and Sze, ULSI Technology, 1996 Silicon CMOS has become the pervasive technology araswat tanford University 3 EE311/ Trends Moore’s Law Transistors Per Die 1011 1010 Memory Microprocessor 109 8 10 107 4M 1M 106 64K 4K 16K 105 4 10 i486™ i486™ 64M Pentium® Pentium® 4 Pentium® III Pentium® II i386™ 80286 8080 1K 103 256K 16M 2G 4G 512M 1G 256M 128M Itanium® 4004 102 8086 IC Performance to Gordon Moore’s Prediction 101 100 ’60 ’65 ’70 ’75 ’80 ’85 ’90 ’95 ’00 ’05 ’10 Source: Intel araswat tanford University 4 EE311/ Trends 2 Feature Size Trend 1 Generation 0.1 LGATE micron 0.01 0.001 1980 1990 2000 2010 2020 Gate length is not true measure of transistor size araswat tanford University 5 EE311/ Trends Example: Microprocessor Evolution Generation: 1.5µ 1.0µ 0.8µ 0.6µ 0.35µ 0.25µ Intel386™ DX Processor Intel486™ DX Processor Pentium® Processor Pentium® II Processor araswat tanford University 6 EE311/ Trends 3 MOS Device Scaling Constant E Field Scaling All device parameters are scaled by the same factor α. • Gate oxide thickness tox ↓ • Channel length L ↓ • Source/drain junction depth Xj ↓ • Channel doping ↑ • Supply voltage VD ↓ Why do we scale MOS transistors? 1. Increase device packing density ~ α2 2. Improve frequency response (speed) ~ a 3. Power/ckt: ~1/α2, power density constant 4. Improve current drive (transconductance gm) gm = " ID "VG VD = const W µn L W # µ L n # araswat Kox VD for VD < VD SAT , linear region to x Kox (VG $ VT ) for VD > VDSAT , saturation region to x tanford University 7 EE311/ Trends Intel’s Transistor Research down to 10nm Electronics is Nanotechnology DNA is 15 nm wide 30nm 65nm process 2005 production 20nm 45nm process 2007 production Source: Intel 15nm 32nm process 2009 production 10nm 22nm process 2011 production araswat tanford University 8 EE311/ Trends 4 Speed increases as a result of scaling 100 10 Gate Delay 1 (ps) 0.1 Limit 0.01 0.001 0.01 0.1 LGATE (um) 1 Source: Mark Bohr, Intel araswat tanford University 9 EE311/ Trends Physical Limits in Scaling Si MOSFET Gate stack • Tunneling current ⇒ Increased Ioff • Gate depletion ⇒ Increased EOT Source/Drain • Contact resistance • Doping level, abruptness High E-Field • Mobility degradation • Reliability Gate Source Drain Substrat e te Channel • • • • Surface scattering - the “universal mobility” tyranny DIBL ⇒ drain to source leakage Subthreshold slope limited to 60mV/decade (kT/q) ⇒ Increased Ioff VG - VT decrease ⇒ reduced ION Net result: Bulk-Si CMOS device performance increase commensurate with size scaling is unlikely beyond the 70 nm node araswat tanford University 10 EE311/ Trends 5 MOSFET Scaling Limit: Leakage Total Leakage Trend Gate Leakage S/D Leakage Total Power Trends Source: Marcyk, Intel Ability to control Ioff will limit gate-length scaling – – – To suppress D/S leakage, need to use: – Higher body doping to reduce DIBL ⇒ lower mobility, higher junction capacitance, increased junction leakage – Thinner gate dielectric to improve gate control ⇒ higher gate leakage – Ultra-shallow S/D junctions to reduce DIBL ⇒ higher Rseries araswat 11 tanford University EE311/ Trends MOSFET Scaling Problem: Saturation of IDsat Relaxed OFF current Limit Constant OFF current Limit 5 10 I Dsat (A/m) 4 (drive current) 800 600 NMOS 400 200 0.25 0.1 0.2 PMOS 0.3 0.4 0.6 0.8 1.0 1.2 0.8 0.4 Channel Length (µm) log Id Source: Intel 0 1990 Low Vt 1995 1 2005 2000 • Data from IBM, TI, Intel, AMD, Motorola and Lucent High Vt IOFF,low Vt Supply Voltage (V) Thermionic emission over barrier QM tunneling through barrier Band-to-band tunneling from body to drain Drive Current (mA/µm) Lo et al.,IEEE EDL, May 1997. • Low OFF current desirable IOFF,high Vt araswat 0 tanford University Vg Changhoon Choi, PhD Thesis, Stanford Univ., 2002 12 EE311/ Trends 6 Phon on ulo mb ic Effects of Scaling Bulk MOSFET on Mobility Co µ Surface Roughness Eeff 1 1 1 1 = + + µ eff µC µ ph µ sr E eff S. Takagi et al., IEEE TED, 41 (1994) 2357. q = (N dep + # $ NChannel ) "Si Ndep= depletion charge density NChannel = charge induced in the channel Increases in substrate doping ⇒ Ndep ⇑ Gate oxide thickness decrease ⇒ NChannel ⇑ ! Eeff increases with scaling ⇒ µ ⇓ Reduced gate oxide thickness increases remote charge scattering ⇒ µ ⇓ High k dielectrics have higher coulombic scattering due to surface states and phonon scattering ⇒ µ ⇓ araswat tanford University 13 EE311/ Trends New Structures and Materials for Nanoscale MOSFETs 5 3 4 2 Top Gate G S C D 1 High µ channel Si BULK Source Si SiO2 Drain Bottom Gate High-K Double gate SOI 1. Electrostatics - Double Gate - Retain gate control over channel - Minimize OFF-state drain-source leakage 2. Transport - High Mobility Channel - High mobility/injection velocity - High drive current for low intrinsic delay 3. Parasitics - Schottky S/D - Reduced extrinsic resistance 4. Gate leakage - High-K dielectrics - Reduced power consumption 5. Gate depletion - Metal gate araswat tanford University 14 EE311/ Trends 7 Combining New Device Structures with New Materials We will be here with these innovations We are here today • With better injection and transport we may be able to improve MOSFET ION • With better electrostatics we may be able to minimize Ioff araswat tanford University 15 EE311/ Trends Nanotechnology Eras 0.1 100 65 nm Generation 45 nm 32 nm LGATE 22 nm 16 nm 11 nm micron 0.01 8 nm Evolutionary CMOS 0.001 2000 Revolutionary Exotic CMOS 2010 Reasonably Familiar Nanotubes Nanowires 1 2020 Really Different Source: Mark Bohr, Intel araswat tanford University 10 nm 16 EE311/ Trends 8 Scaling of MOS Gate Dielectric K ID ! gm ! thickness (Ref: S. Asai, Microelectronics Engg., Sept. 1996) Gate SiO2 thickness is approaching < 10 Å to improve device performance • How far can we push MOS gate dielectric thickness? • How will we grow such a thin layer uniformly? • How long will such a thin dielectric live under electrical stress? • How can we improve the endurance of the dielectric? araswat tanford University 17 EE311/ Trends Problems in Scaling of Gate Oxide Polysilicon gate electrode Dopant penetration Leakage current gate oxide Reliability due to charge injection Defects and nonuniformity of film Dielectric breakdown Si substrate •Below 20 Å problems with SiO2 – Gate leakage => circuit instability, power dissipation – Degradation and breakdown – Dopant penetration through gate oxide – Defects araswat tanford University 18 EE311/ Trends 9 Dielectric Degradation • Degradation during device operation due to high E field causing current injection • Degradation during fabrication due to charging in plasma processing Eox e E cathode N(E) oxide Anode What are the mechanisms for damage and breakdown? How can we engineer the gate dielectric to minimize the damage? araswat tanford University 19 EE311/ Trends Gate Oxide Scaling Issues: Leakage Current (µA/µm) 1000 Ion 10 0.1 Ioff 0.001 Source G. Bersuker, et al. Sematech Igate 0.00001 50 70 100 130 180 Technology Generation (nm) • Ion is not increasing with scaling • Igate ⇑, power dissipation ⇑ • Circuit instability araswat tanford University 20 EE311/ Trends 10 High-k MOS Gate Dielectrics Ichannel ∝ charge x source injection velocity ∝ (gate oxide cap x gate overdrive) vinj ∝ Cox (VGS - VT) Esource µinj Historically Cox has been increased by decreasing gate oxide thickness. It can also be increased by using a higher K dielectric ID " Cox " Today 20! Å SiO2 K ≈ 4 K thickness Long term Near future 100 Å high K 40 Å K ≈ 20 Si3N4 K ≈ 8 Si Higher thickness -> reduced gate leakage araswat tanford University 21 EE311/ Trends Capacitance and Leakage for High-k Gate Dielectric Films Grown Using ALCVD Gate Leakage (A/cm2) m 1 c / V ± AB (F @ 2 )e g a k a e L 10 10 -2 10 -4 10 -6 10 -8 10 Germanium Silicon 0 Gate Current@ VFB+1V (A/cm2) V SiO2 2.5 nm ALCVD ZrO2 4 nm -10 0 0.05 0.1 1/C ' ox 0.15 0.2 2 (µm /fF) Equivalent SiO2 Thickness (nm) Perkins, Saraswat and McIntyre, Stanford Univ. Univ. 2002 Chui, Kim, Saraswat and McIntyre, Stanford Univ. Univ. 2004 araswat tanford University 22 EE311/ Trends 11 Subthreshold Behavior OFF VDD - VT ID (log scale) ON VT Fermi Dirac distribution VDD S= ILEAK or IOFF ION source !VG ! (ln I D ) • Diffusion of carriers over the barriers to the channel. • Fermi-dirac distribution of carriers: e-E/kT • Gate reduces the barrier to current flow. VG QI " eq# s / kT !s = f (VG ) = 1 V " G I D " QI " eq VG / # kT Where araswat " = 1+ 1 # 2Cox draine VG 60 mV/decade q$ s N a |%p | tanford University 23 EE311/ Trends Effect of Reducing Channel Length In devices with long channel lengths, the gate is completely responsible for depleting the semiconductor (QB). In very short channel devices, part of the depletion is accomplished by the drain and source bias Since less gate voltage is required to deplete QB, VT↓ as L↓. Similarly, as VD ↑, more QB is depleted by the drain bias, and hence VT↓. These effects are particularly pronounced in lightly doped substrates. VT poly gate n+ n+ p-substrate depleted by gate charge junction depletion region poly gate n+ Drawn Channel Length, L VT n+ p-substrate Supply Voltage, VD araswat tanford University 24 EE311/ Trends 12 Drain-Induced Barrier Lowering (DIBL) • Exacerbates subthreshold leakage in short-channel devices • Soft punchthrough induced by drain-to-substrate depletion region • |VT | ↓ as VD ↑ [drain-induced short channel effects (SCE)] • VD ↑ drain-to-substrate depletion region grows with more reverse bias • Lateral electric fields in drain-induced depletion region lowers source-tochannel barrier, allowing more carriers to diffuse from source to channel VDD poly gate poly gate n+ n+ n+ p-well CB n+ p-well source drain reduction of electron barrier height in conduction band (CB) at edge of source VDD araswat tanford University 25 EE311/ Trends Why do we need to scale junction depth? Gate N+ source L Depletion region L! N+ drain rj P-Si QB depleted by source QB depleted by drain Q * $ 2 " W ' rj VT = VFB ! 2 " # F ! B " ,1 ! & 1+ ! 1) " / Cox + % rj ( L. • Roll-off in threshold voltage as the channel length is reduced • VT roll-off is reduced as junction depth(rj) is decreased • Sheet resistance increases as junction depth is reduced L. Yau, Solid-State Electronics, vol. 17, pp. 1059, 1974 araswat tanford University 26 EE311/ Trends 13 Series Resistance (ohms) Source/Drain Resistance y=0 SiO2 Gate Metal Rc Rext Rov Rdp Nov(y) x Next(x) 140 120 NMOS 100 Scaled by ITRS Roadmap 80 Rext 60 Rdp Rc 40 20 0 Rov 30 nm 50 nm 70 nm 100 nm Physical Gate Length Source: Jasonn Woo, UCLA Problem in junction scaling: • Sheet resistance of a junction is a strong function of doping density • Maximum doping density is limited by solid solubility and it does not scale • Silicidation can minimize the impact of junction sheet resistance (Rs,Rd) • Contact resistance Rc is one of the dominant components for future technology araswat tanford University 27 EE311/ Trends Contact Resistance Specific contact resistivity $ 2" !c = ! co exp && B % qh #sm* ' ) N )( ohm * cm 2 Doping density PROBLEMS • Contact resistance is a strong function of doping density at the metal/silicon interface • Solid sulubility of dopants does not scale ! (Ref: S. Swirhun, PhD Thesis, Stanford Univ. 1987) araswat tanford University 28 EE311/ Trends 14 Solutions to Shallow Junction Resistance Problem Extension implants Elevated source/ drain Schottky Source/Drain Silicidation araswat tanford University 29 EE311/ Trends Problems with Poly-Si Gate. This occurs because of high E - field due to a combination of higher supply voltage and thinner gate oxide. Poly-Si gate Gate depletion Oxide tox(electrical) tox(physical) Substrate • Effect of depletion is to increase effective t ox and thus reduce Cox • A reduced Cox implies reduction in gm and thus ID(on) • Ionized impurities in the gate electrode cause “remote charge scattering” ⇒ Reduced mobility araswat Need metal gate electrode with proper workfunction tanford University 30 EE311/ Trends 15 Evolution of MOSFET Structures Ultra-Thin Body Single Gate SOI BULK Gate Source SOI Si Drain SiO2 TBOX Silicon Substrate Advantages of Ultra-Thin Body SOI • Depleted channel ⇒ no conduction path is far from the gate • Short channel effects controlled by geometry • Steeper subthreshold slope • Lower or no channel doping • Higher mobility • Reduced dopant fluctuation Ultra-Thin Body Double Gate SOI Source Tox Gate 1 Vg SOI Drain Si Gate 2 Ref: Philip Wong, IEDM Short Course, 1999 araswat tanford University 31 EE311/ Trends Non Planar MOSFETs Vertical FET Tri Gate FET Double Gate FinFET Gate Channel Drain Source SiO2 Gate Source Stanford, AT&T UC Berkeley Drain Intel araswat tanford University 32 EE311/ Trends 16 Transport: Effects of Biaxial Tensile Strain on Si Energy Bands Hoyt, 2002 Strained Si grown on Relaxed Si1-xGex [001] biaxial tension Δ2 Conduction Band Additional splitting: Band repopulation Bulk Si [010] Ec Strained Si Δ4 Δ6 Δ Es ~ 67 meV/ 10% Ge Δ2 Δ4 [100] - reduced intervalley scattering - smaller in-plane effective transport mass µ=q ! m*c mt mt Bulk Si E Valence Band Γ HH/LH degeneracy lifted at Γ mt < ml Strained Si E k in-plane Δ Es ~ 40 meV/10% Ge HH - reduced interband scattering - smaller in-plane transport mass due to band deformation Single ellipsoid ml out-ofplane k LH Spin-Orbit araswat tanford University 33 EE311/ Trends Mobility Enhancements in Strained-Si MOSFETs o i t a r gate oxide PMOS LTO spacer Strained Si t n e m e c n a 2.0 h n 1.8 e Mobility Enhancement Factor n+ poly NMOS Relaxed Si1-xGex n+ n+ Si1-xGex Graded layer Si Substrate V DS = 10 mV 300 K 1.6 y t 1.4 i l i 1.2 b o 1.0 M 0.80 0.0 Measured, J. Welser, et al., IEDM 1994. Calculated for strained Si MOS inversion layer S. Takagi, et al., J. Appl. Phys. 80, 1996. 0.10 0.20 0.30 0.40 Substrate Ge fraction, x Gibbons Group, Stanford Intel araswat tanford University 34 EE311/ Trends 17 Nanowire and Nanotube FETs Ge NW Growth ALD HfO2 Coated of Ge NW FET Ge Containing Vapor metal Channel dielectric ~20nm semiconductor Au Nanoparticle ~10nm Ge Nanowire drain gate source Carbob Nanotube MOSFET Carbob Nanotube Growth Gate D HfO2 S 10 nm SiO2 CnHm Fe p++ Si CnHm Catalyst Support Key Challenge: Controlled growth araswat tanford University 35 EE311/ Trends Seemingly Useful Devices Limited Current Drive Cryogenic operation Limited Fan-Out Critical dimension control Challenging fabrication and process integration B + = ~ 2 nm Spintronics Need high spin injection and long spin coherence time araswat tanford University Limited thermal stability New architectures needed 36 Carbon Nanotubes Controlled growth EE311/ Trends 18 • In general this device scaling methodology does not take into account many other chip performance and reliability issues, e.g., interconnects, contacts, isolation, etc. • These factors are now becoming an obstacle in the evolution of integrated circuits. araswat tanford University 37 EE311/ Trends Active Area pitch (µm) Device Isolation pitch as a function of minimum dimension 2.5 2.0 64M 1.5 1G 1.0 0.5 0.0 araswat 16M P. Fazan, Micron, IEDM-93 0.0 0.2 0.4 0.6 Minimum dimension [µm] 0.8 1.0 With decreasing feature size the requirement on allowed isolation area becomes stringent. tanford University 38 EE311/ Trends 19 Scaling of Device Isolation Semi-recessed LOCOS Nitride Nitride Pad oxide Field oxide After field oxidation Fully recessed LOCOS LOCOS based isolation technologies have serious problems Nitride of area due to bird’s beak. in loss Pad oxide Shallow trench isolation After field oxidation P-substrate N-well Deep trench isolation Trench isolation can minimize area loss araswat tanford University 39 EE311/ Trends Scaling of interconnections New (scaled) Old • Bigger chip => longer interconnects • Scaling to smaller dimensions => reduced cross section • Larger R, L and C araswat tanford University 40 EE311/ Trends 20 Interconnect Delay Is Increasing • Chip size is continually increasing due to increasing complexity – Increase in R, L and C • Device performance is improving but interconnect delay is increasing Delay Time (ns) scaling 101 Longest Interconnect Delay 100 10-1 Typical Gate Delay • Need better materials 10-2 – Metal with lower resistivity – Dielectrics with lower K – Other solutions, e.g., 3D, optical interconnects araswat tanford University 60 80 100 120 140 160 180 Technology Node (nm) 41 EE311/ Trends Advances in Backend Technology 1970’s 1980’s 1990’s Poly-Si gate Aluminum Aluminum alloys Silicide contacts Polycide gates Local planarization Layerd aluminum/titanium Salicides CVD tungsten plugs Shallow trench isolation Global planarization araswat tanford University 42 EE311/ Trends 21 Current Interconnect Technologies Copper 6 Copper 5 Copper 4 Copper 3 Copper 2 Copper 1 Tungsten Local Interconnect Current Cu technology Current Al technology (Courtesy of Motorola) (Courtesy of IBM) araswat tanford University 43 EE311/ Trends Why Cu and Low-k Dielectrics? 14 13 12 11 10 9 8 7 6 5 4 3 2 1 Al & SiO2 (! = 4) Cu & SiO2 (! = 4) global semiglobal Al & low-! (! = 2) local Cu & lo w- ! ( ! = 2) 0.09 0.13 0.18 0.25 0.35 µm 2007 2004 2001 1998 1995 Year Tec hnology Generation Source: Y.Nishi Reduced resistivity and dielectric constant results in reduction in number of metal layers as more wires can by placed in lower levels of metal layers. araswat tanford University 44 EE311/ Trends 22 Cu Resistivity: Effect of Line Width Scaling • Effect of Cu diffusion Barrier • Barriers have higher resistivity • Barriers can’t be scaled below a minimum thickness • Effect of Electron Scattering • Reduced mobility as dimensions decrease • Effect of Higher Frequencies • Carriers confined to outer skin increasing resistivity Problem is worse than anticipated in the ITRS 1999 roadmap araswat tanford University 45 EE311/ Trends Problems in Scaling of Interconnections Surrounded Interconnect AS λ DECREASES Cu Barrier • Resistivity increases as grain size decreases ρav Layered Interconnect Al • Resistivity increases as main conductor size Barrier Al decreases but not the Pure Metal Interconnect surroundingbarrier size Cu Minimum Feature Size (λ) araswat tanford University 46 EE311/ Trends 23 3-D Integration: Motivation 2D Area = A Very Long Wire 3D A/2 A/2 Number of Interconnects (Log-Log Plot) 2-D IC 3-D IC Wire-length araswat tanford University 3-D System 2-D System Shorter Wire • Integration of heterogeneous technologies possible, e.g., memory & logic, optical I/O • Reduce Chip footprint • Replace long horizontal wires by short vertical wires • Interconnect length ⇓ and therefore R, L, C ⇓ – Power reduction – Delay reduction 47 EE311/ Trends No. Transistors/chip // Perf/Functionality Source: D. Radack, DARPA 3D batch Repeaters or optical I/O devices Gate n+/p+ n+/p+ M4 M3 M2 M1 Gate n+/p+ n+/p+ 3-D Packaging Memory or Analog M’1 Logic Gate n+/p+ 2-D Batch 12-15 years Time T2 M’2 n+/p+ T1 No. Transistors per cm3 in system 3-D Motivation: Integration Density End-of-Moore’s Law! The Best Integrators of Electronic Devices Will Own the Heart of Every System – We have <15 Years to Figure it out araswat tanford University 48 EE311/ Trends 24 Can Optical Interconnects help? On-Chip Optical Interconnects 40Tb/s Optical I/O1024 x OC-768100Tb/s On-ChipBisection BWPMM64 Tiles64b Processor+ 4MB DRAM Chip-to-chip Optical Interconnects Can potentially address many problems of Cu/low-k wires On-Chip Links Clocking and Synchronization High Bandwidth off-chip Links Reduce power Reduce delay Reduce jitter and skew araswat tanford University 49 EE311/ Trends Result: scaling of power components Chandra, Kapur and Saraswat, IEEE IITC, June 2002 ITRS projections for total power dissipation on chip • Dynamic Power: CV2f • Leakage power: devices • Short circuit power during switching • Static power, e.g., analog components (sense amps etc.) Power increasingly becoming the performance bottleneck for high-end microprocessors araswat tanford University 50 EE311/ Trends 25 2 1 0 35 50 70 100 130 180 Power Density [ W / cm2 ] 3 1.2 1 0.8 0.6 0.4 0.2 0 30 25 20 15 10 5 0 5 Jmax [ MA / cm2 ] 4 Thermal Conductivity [ W / mK ] Dielectric Constant Thermal Behavior in ICs 4 3 2 1 0 35 50 70 100 130 180 Technology Node [nm] Technology Node [nm] • Thermal conductivity of low-k insulators is poor • Thermal impedance increases • Energy dissipated (CV2f) is increasing as performance improves • Average chip temperature is rising Source: ITRS araswat tanford University 51 EE311/ Trends The problems Caused by Increased Power RELIABILITY Electromigration induced hillocks and voids Void Hillock Metal Dielectric Metal Mean time to failure >100A will flow on these wires MTF = "E % A exp$ a ' n # kT & r J m 10°C ⇑ , MTF ⇓ 50% PERFORMANCE ! As T ⇑ R ⇑, RC delay ⇑ 10°C ⇑ , Speed ⇓ 5% araswat tanford University 52 EE311/ Trends 26 Conclusion: Technology Progression Bulk CMOS Strained Si Si (tensile) Cu interconnect Si0.8Ge0.2 Si1-xGex Feature Size 3D ICs FD SOI CMOS Wafer bonding Crystallization Nanowires Optical interconnect Si Low-k ILD Double-Gate CMOS Gate Metal gate High k gate dielectric Source Drain Detectors, lasers, modulators, waveguides Ge/Si Heterostrcture Single e transistor Ge on Si hetroepitaxy Ge on Insulator Molecular device Nanowire B Nanotube + = Spin device Time 2 nm araswat tanford University 53 EE311/ Trends Summary MOS Transistor in 2010 A Circuit in 2010 A Factory in 2010 Gate oxide thickness < 1nm Approaching $10 billion Channel Length < 2nm 1010 components Junction depth < 1-2nm Integrated digital, analog, sensors Size of an atom ~ 5 Å Questions we are trying to answer • How can we continue the Moore’s law • What will be new materials, devices, circuits, sensors, equipment, simulators, etc. • How will we design them? araswat • How will we manufacture them? tanford University 54 EE311/ Trends 27