VLSI Projects
136 projects · Page 6 of 6
Approximate Computing for Neural Network Accelerators: Accuracy-Energy Study
Study how approximate multipliers trade accuracy for energy in neural accelerators. You will learn approximate design, error modelling and accelerator evaluation.…
Design of a Sparsity-Aware DNN Accelerator for Edge Inference
Design an accelerator that skips zero activations and weights for real speedups. You will learn accelerator architecture, sparsity handling and workload analysis.…
Clock Domain Crossing Verification Methodology with Formal Tools
Build a CDC verification flow and demonstrate bugs it catches that simulation misses. You will learn formal methods, CDC taxonomy and sign-off practice.…
Power Intent (UPF) Based Low-Power Verification of a SoC Subsystem
Verify power states and isolation of a subsystem with power-intent-driven simulation. You will learn low-power verification, power domains and UPF practice.…
Machine Learning for Lithography Hotspot Detection
Detect lithography hotspots in layouts with ML before expensive simulation. You will learn ML for EDA, layout representation and class imbalance handling.…
Radiation-Tolerant Design Techniques for Space-Grade FPGAs
Harden an FPGA design against radiation-induced upsets and prove it by fault injection. You will learn fault tolerance, TMR design and radiation effects.…
Design of a High-Throughput LDPC Decoder for 5G Baseband
Build a layered LDPC decoder that meets 5G throughput at practical silicon area. You will learn channel coding hardware, iterative decoding and telecom standards.…
3D IC Integration: Thermal and Timing Challenges Study
Study how stacking dies changes thermal behaviour and timing closure. You will learn 3D integration, thermal analysis and EDA methodology.…
Low-Power SRAM Design with Assist Circuits at Advanced Nodes
Design SRAM that stays reliable at low voltage with read/write assists. You will learn memory design, variation analysis and circuit techniques.…
Design of a High-Speed SerDes Transmitter: Concept and Simulation
Design a multi-gigabit transmitter with equalisation for lossy channels. You will learn high-speed design, signal integrity and mixed-signal practice.…
Formal Property Verification of a Cache Coherence Protocol
Prove coherence properties formally and find the corner cases simulation missed. You will learn formal verification, protocol design and property specification.…
Approximate Arithmetic Units for Image Processing Pipelines
Design approximate arithmetic that saves power where images forgive errors. You will learn approximate computing, quality-energy trade-offs and circuit design.…
Hardware Design of a Post-Quantum Cryptography Accelerator (Kyber)
Accelerate lattice-based cryptography for the post-quantum transition. You will learn cryptographic hardware, NTT algorithms and PQC standards.…
Clock Tree Synthesis Optimisation for Low Skew
Optimise clock trees for skew, power and robustness across corners. You will learn physical design, CTS methods and sign-off analysis.…
Design of a RISC-V Vector Extension Unit
Build a vector unit that accelerates data-parallel kernels measurably. You will learn vector architecture, RTL design and benchmarking.…
Aging and Reliability Analysis of FinFET Circuits
Study how FinFET circuits age and design margins that keep them reliable. You will learn reliability physics, aging models and design margins.…