Often people ask me to provide some pointers for project ideas in VLSI. Here, I would like to pen down some of the discussions I had done with few students in the past and make it applicable to broader audience.
VLSI is a very vast domain and you can put anything as research. Having said that, VLSI can be classified under multiple major categories like
1. Accelerator design (Simulation or emulation)
2. EDA algorithm development or improvement using machine learning
3. Backend -physical implementation or design rule optimization using machine learning
4. STA simplification and DFT.
5. High performance Transistor designing and modelling
6. Fabrication - Material design and equipment design for manufacturing
Each of the above ones have large number of applications and problems that are unsolved and a lot of researchers working on these areas.
Some specific ideas include :
1. Better architecture for enhanced bus arbitration to reduce cache miss rate or optimal dataflow for scratchpad memory accesses.
2. Reducing time complexity or improving accuracy of EDA tool using machine learning algorithms or development of the EDA tools for latest technology node or new material or fabrication technique.
3. DRC/CDC automation to check quality and also improvise congestion in full chip
4. Timing optimization for DFT implementation (Lot of time is spent on checking quality of chip post fabrication)
5. 5G needs high throughput, low power, high frequency transistors that require heterogeneous compounds with Silicon material. Study on materials and its iteration is required.
6. Packaging is a challenge with the emerging multi-chip, multi-stack designs. What materials and design structures to use?
Here, I provided set of examples in each categories. Several research work is currently on-going and can be studied from ISPASS, VLSI, and other conferences.
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Explore the latest IEEE VLSI projects and Machine Learning Projects for students and researchers. Our wide range of topics includes design and implementation of digital circuits, low power VLSI, FPGA and ASIC design, VLSI testing and verification, and more. Learn and advance your skills with our comprehensive project descriptions and resources.
IXV01 | High Speed | COAC: Cross-Layer Optimization of Accelerator Configurability for Efficient CNN Processing | ||||
IXV02 | High Speed | Efficient Error Estimation for High-Level Design Space Exploration of Approximate Computing Systems | ||||
IXV03 | Area Efficient | RISC-V-Based Evaluation and Strategy Exploration of MRAM Triple-Level Hybrid Cache Systems | ||||
IXV04 | Low Power | Physical Attack Protection Techniques for IC Chip Level Hardware Security | ||||
IXV05 | Low Power | VLSI Design of Saturation-Based Image Dehazing Algorithm | ||||
IXV06 | Memory | Cascode Cross-Coupled Stage High-Speed Dynamic Comparator in 65 nm CMOS | ||||
IXV07 | High Speed | A Real-Time Object Detection Processor With xnor-Based Variable-Precision Computing Unit | ||||
IXV08 | High Speed | Energy-Efficient Wide-Range Level Shifter With a Logic Error Detection Circuit | ||||
IXV09 | Low Power | Low-Power Redundant-Transition-Free TSPC Dual-Edge-Triggering Flip-Flop Using Single-Transistor-Clocked Buffer | ||||
IXV10 | Low Power | AxPPA: Approximate Parallel Prefix Adders | ||||
IXV11 | High Speed | Full CMOS Circuit for Brain-Inspired Associative Memory With On-Chip Trainable Memristive STDP Synapse | ||||
IXV12 | High Speed | FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization | ||||
IXV13 | Low Power | ACBN: Approximate Calculated Batch Normalization for Efficient DNN On-Device Training Processor | ||||
IXV14 | VLSI Communication | A Time-Domain Reconfigurable Second-Order Noise Shaping ADC With Single Fan-Out Gated Delay Cells | ||||
IXV15 | Area Efficient | Approximate Softmax Functions for Energy-Efficient Deep Neural Networks | ||||
IXV16 | Low Power | A Reliable and High-Speed 6T Compute-SRAM Design With Dual-Split-VDD Assist and Bitline Leakage Compensation | ||||
IX17 | Testing | Complementary FET (CFET) Standard Cell Design for Low Parasitics and Its Impact on VLSI Prediction at 3-nm Process | ||||
IX18 | Low power | A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection | ||||
IXV19 | High Speed | A Low-Power PPG Processor for Real-Time Biometric Identification and Heart Rate Estimation | ||||
IXV20 | VLSI Communication | ADMM-Based Infinity-Norm Detection for Massive MIMO: Algorithm and VLSI Architecture | ||||
IXV21 | Machine Learning | Energy-Efficient Single-Ended Read/Write 10T Near-Threshold SRAM | ||||
IXV22 | Area Efficient | A High-Performance Dual-Context MQ Encoder Architecture Based on Extended Lookup Table | ||||
IXV23 | Low Power | A Triple Burst Error Correction Based on Region Selection Code | ||||
IXV24 | Area Efficient | Mismatch Analysis of DTCs With an Improved BIST-TDC in 28-nm CMOS | ||||
IXV25 | High Speed | A 7-bit 2 GS/s Time-Interleaved SAR ADC With Timing Skew Calibration Based on Current Integrating Sampler | ||||
IXV26 | Area Efficient | Improvement of Accuracy of Fixed-Width Booth Multipliers Using Data Scaling Technology | ||||
IXV27 | Low Power | Approximate Pruned and Truncated Haar Discrete Wavelet Transform VLSI Hardware for Energy-Efficient ECG Signal Processing | ||||
IXV26 | Area Efficient | An Efficient VLSI Architecture for FastICA by Using the Algebraic Jacobi Method for EVD | ||||
IXV27 | Low Power | A Fully Integrated FVF LDO With Enhanced Full-Spectrum Power Supply Rejection | ||||
IXV28 | Low Power | Startup Time and Energy-Reduction Techniques for Crystal Oscillators in the IoT Era | ||||
IXV29 | Area Efficient | Droplet Transportation in MEDA-Based Biochips: An Enhanced Technique for Intelligent Cross-Contamination Avoidance | ||||
IXV30 | Low power | A High-Throughput and Power-Efficient FPGA Implementation of YOLO CNN for Object Detection | ||||
IXV31 | Area Efficient | An Area-Efficient SAR ADC With Mismatch Error Shaping Technique Achieving 102-dB SFDR 90.2-dB SNDR Over 20-kHz Bandwidth | ||||
PREVIOUS YEAR PROJECTS
IXV1 | MEMORY | Full-Swing Local Bitline SRAM Architecture Based on the 22-nm FinFET Technology for Low-Voltage Operation | |||
IXV2 | DIGITAL | A 0.1–3.5-GHz Duty-Cycle Measurement and Correction Technique in 130-nm CMOS | |||
IXV3 | DIGITAL | Hybrid LUT/Multiplexer FPGA Logic Architectures | |||
IXV4 | LOWPOWER | A Low-Power Robust Easily Cascaded Penta MTJ-Based Combinational and Sequential Circuits | |||
IXV5 | LOWPOWER | Low-Power Variation-Tolerant Nonvolatile Lookup Table Design | |||
IXV6 | LOWPOWER | Low-Energy Power-ON-Reset Circuit for Dual Supply SRAM | |||
IXV7 | DIGITAL | Frequency-Boost Jitter Reduction for Voltage-Controlled Ring Oscillators | |||
IXV8 | DELAYLESS | High-Speed, Low-Power, and Highly Reliable Frequency Multiplier for DLL-Based Clock Generator | |||
IXV9 | DELAYLESS | A Normal I/O Order Radix-2 FFT Architecture to Process Twin Data Streams for MIMO | |||
IXV10 | AREA BASED | A High Throughput List Decoder Architecture for Polar Codes | |||
IXV11 | DSP | Unequal-Error-Protection Error Correction Codes for the Embedded Memories in Digital Signal Processors | |||
IXV12 | DSP | Exploiting Intracell Bit-Error Characteristics to Improve Min-Sum LDPC Decoding for MLC NAND Flash-Based Storage in Mobile Device | |||
IXV13 | DSP | Fault Tolerant Parallel FFTs Using Error Correction Codes and Parseval Checks | |||
IXV14 | DELAYLESS | A High-Performance FIR Filter Architecture for Fixed and Reconfigurable Applications | |||
IXV15 | ANALOG | A Cellular Network Architecture With Polynomial Weight Functions | |||
IXV16 | DSP | Flexible DSP Accelerator Architecture Exploiting Carry-Save Arithmetic | |||
IXV17 | ANALOG | Graph-Based Transistor Network Generation Method for Super gate Design | |||
IXV18 | DELAYLESS | Low-Cost High-Performance VLSI Architecture for Montgomery Modular Multiplication | |||
IXV19 | DSP | LUT Optimization for Distributed Arithmetic-Based Block Least Mean Square Adaptive Filter | |||
IXV20 | ARITHMATIC | High-Performance NB-LDPC Decoder With Reduction of Message Exchange | |||
IXV21 | ARITHMATIC | High-Performance Pipelined Architecture of Elliptic Curve Scalar Multiplication Over GF(2 ) | |||
IXV22 | LOWPOWER | Implementing Minimum-Energy-Point Systems with Adaptive Logic | |||
IXV23 | DIGITAL | A 520k (18 900, 17 010) Array Dispersion LDPC Decoder Architectures for NAND-Flash Memory | |||
IXV24 | AREA BASED | Hardware and Energy-Efficient Stochastic LU Decomposition Scheme for MIMO Receivers | |||
IXV25 | DIGITAL | One-Cycle Correction of Timing Errors in Pipelines with Standard Clocked Elements | |||
IXV26 | DSP | Algorithm and Architecture of Configurable Joint Detection and Decoding for MIMO Wireless Communications with Convolution Codes | BASEPAPER | ||
IXV27 | ARITHMATIC | A Mixed-Decimation MDF Architecture for Radix-2 Parallel FFT | BASEPAPER | ||
IXV28 | DELAYLESS | Design and Implementation of High-Speed All-Pass Transformation-Based Variable Digital Filters by Breaking the Dependence of Operating Frequency on Filter Order | BASEPAPER | ||
IXV29 | AREA BASED | A Dynamically Reconfigurable Multi-ASIP Architecture for Multistandard and Multimode Turbo Decoding | BASEPAPER | ||
IXV30 | ARITHMATIC | Code Compression for Embedded Systems Using Separated Dictionaries | BASEPAPER | ||
IXV31 | ANALOG | A 0.52/1 V Fast Lock-in ADPLL for Supporting Dynamic Voltage and Frequency Scaling | BASEPAPER | ||
IXV32 | DELAYLESS | High-Speed and Energy-Efficient Carry Skip Adder Operating Under a Wide Range of Supply Voltage Levels | BASEPAPER | ||
IXV33 | DELAYLESS | A High-Speed FPGA Implementation of an RSD-Based ECC Processor | BASEPAPER | ||
IXV34 | LOWPOWER | Low-Power Split-Radix FFT Processors Using Radix-2 Butterfly Units | BASEPAPER | ||
IXV35 | LOWPOWER | Low-Power FPGA Design Using Memoization-Based Approximate Computing | BASEPAPER | ||
IXV36 | AREA BASED | A New Parallel VLSI Architecture for Real-time Electrical Capacitance Tomography | BASEPAPER | ||
IXV37 | LOWPOWER | Low-Power ECG-Based Processor for Predicting Ventricular Arrhythmia | BASEPAPER | ||
IXV38 | DIGITAL | RF Power Gating: A Low-Power Technique for Adaptive Radios | BASEPAPER | ||
IXV39 | DIGITAL | A Fully Digital Front-End Architecture for ECG Acquisition System with 0.5 V Supply | BASEPAPER | ||
IXV40 | DSP | Design and FPGA Implementation of a Reconfigurable 1024-Channel Channelization Architecture for SDR Application | BASEPAPER | ||
IXV41 | DSP | Input-Based Dynamic Reconfiguration of Approximate Arithmetic Units for Video Encoding | BASEPAPER | ||
IXV42 | DSP | A Configurable Parallel Hardware Architecture for Efficient Integral Histogram Image Computing | BASEPAPER | ||
IXV43 | ARITHMATIC | A New Binary-Halved Clustering Method and ERT Processor for ASSR System | BASEPAPER | ||
IXV44 | DSP | The VLSI Architecture of a Highly Efficient Deblocking Filter for HEVC Systems | BASEPAPER | ||
IXV45 | LOWPOWER | Low-Power System for Detection of Symptomatic Patterns in Audio Biological Signals | BASEPAPER | ||
IXV46 | ARITHMATIC | Source Code Error Detection in High-Level Synthesis Functional Verification | BASEPAPER | ||
IXV47 | NETWORK | In-Field Test for Permanent Faults in FIFO Buffers of NoC Routers | BASEPAPER | ||
IXV48 | DIGITAL | OTA-Based Logarithmic Circuit for Arbitrary Input Signal and Its Application | BASEPAPER | ||
IXV49 | MEMORY | A Single-Ended With Dynamic Feedback Control 8T Subthreshold SRAM Cell | BASEPAPER | ||
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List of Research Topics and Ideas of VLSI for MS and Ph.D. Thesis. High-throughput VLSI architecture for soft-decision decoding with ORBGRAND. Approximate Pruned and Truncated Haar Discrete Wavelet Transform VLSI Hardware for Energy-Efficient ECG Signal Processing. ADMM-Based Infinity-Norm Detection for Massive MIMO: Algorithm and VLSI ...
The current research in VLSI explores emerging trends and novel ideas and concepts covering a broad range of topics in the area of VLSI: from VLSI circuits, systems, and design methods, to system-level design and systemon- chip issues, to bringing VLSI methods to new areas and technologies such as nano and molecular devices, MEMS, and quantum computing. Future design methodologies are also key ...
Assistance in ALL Stages of your PhD Research in VLSI from Topic Selection to Thesis Submission. Creating 100% confident in submitting your thesis work. Our experienced professionals support you in your research works. Providing complete solutions for the Research Scholars in many advanced domains. Technologies used in VLSI: Modelsim 6.5b Simulator
The development of complementary metal-oxide-semiconductor (CMOS) technology brought about a new paradigm for low-power circuit design. For the implementation of digital circuits with very large-scale integration, CMOS design styles are frequently employed in VLSI. There are billions of transistors on a single die in today's IC devices.
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The design of VLSI electronic circuits can be achieved at many different abstraction levels starting from system behavior to the most detailed, physical layout level. As the number of transistors in VLSI circuits is increasing, the complexity of the design is also increasing, and it is now beyond human ability to manage. Hence CAD (Computer Aided design) or EDA (Electronic Design Automation ...
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research topic of routability, our work is focused on congestion prediction, clock network synthesis, clock gating design and global routing. They are all critical steps regarding routability concerns in the VLSI physical design. In the early stages of the physical design, congestion prediction is necessary for the routability evaluation.
Having said that, VLSI can be classified under multiple major categories like. 1. Accelerator design (Simulation or emulation) 2. EDA algorithm development or improvement using machine learning. 3. Backend -physical implementation or design rule optimization using machine learning. 4. STA simplification and DFT.
Researchers stare at the design of low power devices as they are ruling the today's electronics industries. In VLSI circuits, power dissipation is a critical design parameter as it plays a vital role in the performance estimation of the battery operated devices particularly used in biomedical applications. The decrease in chip size and increase in chip density and complexity escalate the ...
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This paper describes about the various strategies, methodologies and power management techniques for low po wer. circuits and systems. Future challenges that must be met to designs. low power high ...
Scope. IEEE Transactions on Very Large Scale Integration (VLSI) Systems covers design and realization of microelectronic systems using VLSI/ULSI technologies that require close collaboration among scientists and engineers in the fields of systems architecture, logic and circuit design, chips and wafer fabrication, packaging, testing and systems ...
The focus of this Special Issue is on the research challenges related to the design of emerging microelectronics and VLSI circuits and related systems that meet the demanding specifications of innovative applications. This Special Issue considers challenges in the fields of low power consumption, small integration areas, testing and security ...
Research Topics. Part of an innovative journal that explores the role of electronics in technological innovation, this section introduces topics related to integrated circuits and VLSI.
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Low power design techniques in VLSI design generally fall into optimizing power consumption in four areas: Dynamic power consumption: This is the amount of power consumed during operation. More specifically, this is the total power consumed while charging and discharging capacitances in transistor structures when logic circuits switch states.
List of dissertations / theses on the topic 'VLSI design process'. Scholarly publications with full text pdf download. Related research topic ideas.
Algorithms for the layout problem in VLSI design automation. Thesis/Dissertation · Thu Jan 01 00:00:00 EST 1987. OSTI ID: 5520203. Zheng, S Q. As improvements in VLSI technology make it possible to pack an increasingly large number of components on a silicon chip, it becomes more important to automate the design of integrated circuits. One of ...
Explore the latest IEEE VLSI projects and Machine Learning Projects for students and researchers. Our wide range of topics includes design and implementation of digital circuits, low power VLSI, FPGA and ASIC design, VLSI testing and verification, and more. Learn and advance your skills with our comprehensive project descriptions and resources. S.
Applications of such research abound in current industrial practice. Oyster Laboratory (Microelectronics and VLSI Lab at BITS Pilani) is involved in the design and implementation of Analogue, Digital, RF and Mixed-signal VLSI circuits and systems. Applications in Signal Processing are also being developed. Micro and nano-scale semiconductor ...