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AI AND MACHINE LEARNING

• Improving productivity and achieving faster QoR closure with machine learning in the Synopsys design flow
• From the data center to the edge ¨C enabling highest performance AI designs with Synopsys implementation solution
• Architecture exploration and early software development with virtual/physical prototyping
• Formal verification of datapath designs
• Using emulation for AI software stack validation
• AI-enabled productivity and performance innovation
• Using virtual test environments for network system validation
• Using AI-ready IP to meet processing, memory, and connectivity requirements for deep learning applications

AUTOMOTIVE

• Accelerate automotive software development and validation with virtual prototyping
• Complete functional safety verification with industry-leading fault simulation, formal and static verification
• High reliability design techniques for automotive designs
• Hardware security verification
• Implementing safety critical designs for automotive applications
• Designing ISO 26262 required In-System Test using Synopsys tools
• Accelerating ISO 26262 certification with ASIL Ready Certified IP

ANALOG MIXED SIGNAL SIMULATION

• Addressing analog, custom digital or memory design verification TAT bottlenecks with heterogenous compute acceleration
• RF analysis of RFIC or analog periodic circuits using FineSim
• Ensuring AMS design robustness with advanced variability analysis
• Minimizing design margins with integrated power/signal net electromigration/IR Drop analysis
• Improving AMS design robustness with analog circuit ERC
• Best practices in mixed-signal verification with advanced digital verification methodology with CustomSim and VCS
• How to verify power and signal integrity for multi-gigabit circuits with HSPICE
• Accelerating pre-layout design centering & optimization

CUSTOM IMPLEMENTATION

• Custom layout productivity gain from using Custom Compiler¡¯s visually assisted automation (Symbolic Editor, Interactive Routing, Template-based design)
• Mixed custom/digital implementation productivity gain from using Custom Compiler co-design with IC Compiler II or Fusion Compiler
• Faster analog design closure from using Custom Compiler early-electrical analysis with StarRC (in-design RC and EM, partial-layout simulation flow)

DESIGN AND VERIFICATION IN THE CLOUD

• Trading off performance vs cost for design or verification in a cloud environment
• Security concerns and best practices in migrating from on-prem to cloud for design and verification
• Allocation and usage of cloud resources for library characterization, simulation, timing analysis and parasitic extraction
• Maximizing available resources with ICV elastic CPU usage
• Impacts on design size partition for physical implementation in a cloud environment
• Leveraging tool runtime scalability in the cloud; what worked best

DIGITAL DESIGN IMPLEMENTATION

• Raising the bar on achieved PPA with Fusion Compiler convergent flow
• Optimal design flow for digital implementation of advanced node designs
• Accelerating time-to-results for large designs with Design Compiler Graphical and IC Compiler II
• Shift-left convergence with RTL Architect by improving constraints and RTL restructuring
• How to achieve best Performance, Power and Area for Arm CPUs
• Using parallel processing to accelerate physical and full chip timing signoff
• Accelerating full chip TAT for large designs using IC Validator physical signoff
• Optimization techniques for low-power IoT designs
• Early time-based peak power analysis with PrimePower with RTL-based vectors
• Using physical-aware ECO capabilities to improve PPA and accelerate timing closure
• Design implementation on the Cloud
• Extending the envelope of Moore¡¯s law with 3D / 2.5D IC design; lessons learned

PHYSICAL VERIFICATION CHALLENGES AND SUCCESS

• Getting to fast physical verification at 7nm and below
• Leveraging ICV multi-CPU scalability for fast time-to-results
• Maximizing available resources with ICV elastic CPU usage
• Dirty design handling during SoC integration to minimize runtime and maximize productivity
• Shift-left physical verification analysis and repair utilizing Fusion technology in IC Compiler II and Fusion Compiler

SILICON TEST AND ANALYTICS

• Success with early RTL analysis, physically-aware and area-saving DFT, higher defect detection, lower pattern count/test time, faster and volume diagnostics
• Use of software analytics for accelerating product introduction as well improving yield, test times and quality during high volume production
• Highlighted SoC application areas include AI, automotive, mobile and processors

SUCCESSFUL IP INTEGRATION INTO SoCs

• Interface IP such as 112G Ethernet, Die-to-Die, PCIe 5.0, DDR5/LPDDR5, etc.
• Embedded ARC processors & embedded vision processors
• OTP NVM, embedded memories & logic libraries in advanced FinFET processes
• Integration of IP into high-performance computing, automotive, AI/ML or IoT designs
• Integration of PVT sensor IP monitors and subsystems for enhanced device screening, power and performance optimization, and enhanced resiliency

VERIFICATION HARDWARE

• Accelerating software bring-up with emulation and prototyping
• Software-driven power analysis for GPUs and AI
• Prototyping with real-world interfaces
• Large complexity prototyping
• Pre-Silicon networking system validation
• SoC performance validation using emulation
• Trust and hardware security verification

VERIFICATION SOFTWARE

• Faster and better convergence using formal methods
• Verification coverage planning and closure
• Best practices for static verification (Lint/CDC/RDC/SDC/LP) signoff
• Accelerating verification and debug for advanced protocols
• Innovations in verification methodology for optimized performance