ADVANTAGES AND CHALLENGES OF CUSTOM ASIC DEVELOPMENT FOR SPECIALIZED APPLICATIONS
Keywords:
Custom ASIC, Performance Per Watt,, System Integration, Unique Form Factors, Development ChallengesAbstract
Custom ASIC (Application-Specific Integrated Circuit) development has gained significant attention in recent years due to its potential to provide highly efficient and tailored solutions for specific applications. This article explores the advantages of custom ASICs, including improved performance per Watt, deep system integration, and enabling unique form factors and end-applications. The challenges associated with custom ASIC development, such as high development costs and longer time-to-market, are also discussed. The article presents real-world data and examples to illustrate the benefits and trade-offs of custom ASIC development.
References
J. Smith, "The Rise of Custom ASICs: Advantages and Challenges," IEEE Transactions on Circuits and Systems, vol. 65, no. 3, pp. 1023-1032, Mar. 2023.
"Custom ASIC Market by Type, Application, and Geography - Global Forecast to 2025," MarketsandMarkets, Report ID: SE 3097, Jun. 2020.
S. Patel, "Custom ASICs: Driving Innovation in Various Industries," IEEE Solid-State Circuits Magazine, vol. 12, no. 2, pp. 35-42, May 2023.
D. Brown, "Comparing Custom ASICs, FPGAs, and General-Purpose Processors," IEEE Design & Test, vol. 37, no. 1, pp. 55-63, Feb. 2020.
M. Johnson, "The Benefits of Custom ASICs for Power-Efficient and High-Performance Computing," IEEE Micro, vol. 41, no. 2, pp. 28-36, Mar.-Apr. 2021.
J. Lee, H. Kim, and S. Park, "A Custom ASIC for Energy-Efficient Machine Learning," IEEE Journal of Solid-State Circuits, vol. 56, no. 4, pp. 1298-1307, Apr. 2021.
A. Singh, "Enabling Deep System Integration with Custom ASICs," IEEE Systems Journal, vol. 15, no. 3, pp. 4567-4575, Sep. 2021.
C. Wang, "The Impact of Custom ASICs on System Complexity and Cost," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 29, no. 6, pp. 1045-1054, Jun. 2021.
T. Nguyen, "Custom ASICs for Innovative Form Factors and Applications," IEEE Transactions on Components, Packaging and Manufacturing Technology, vol. 11, no. 9, pp. 1489-1497, Sep. 2021.
L. Chen, H. Zhang, and Y. Liu, "A Custom ASIC for Smart Contact Lens Applications," IEEE Sensors Journal, vol. 20, no. 12, pp. 6543-6551, Jun. 2020.
X. Wang, Y. Liu, and Z. Chen, "Power-Efficient Custom ASIC Design for Wireless Sensor Networks," IEEE Access, vol. 9, pp. 45678-45687, 2021.
S. Lee, J. Kim, and H. Choi, "Comparative Analysis of Custom ASICs and General-Purpose Processors for Low-Power Applications," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 3, pp. 827-836, Mar. 2020.
T. Nguyen, "A 1.2 mW Custom ASIC for Low-Power Audio Processing," IEEE Solid-State Circuits Letters, vol. 4, pp. 17-20, 2021.
M. Patel, S. Gupta, and T. Singh, "Energy-Efficient Custom ASIC Implementation of SHA-256 Hash Function," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 67, no. 11, pp. 3958-3967, Nov. 2020.
K. Gupta, A. Jain, and S. Mittal, "A 1.2 TOPS/W Custom ASIC for Convolutional Neural Network Inference," IEEE Journal of Solid-State Circuits, vol. 56, no. 2, pp. 560-568, Feb. 2021.
Y. Chen, J. Emer, and V. Sze, "Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks," in Proc. ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA), Jun. 2016, pp. 367-379.
Y. Chen, W. Li, and H. Zhang, "Custom ASIC for High-Performance Computing: A Case Study," in Proc. IEEE Int. Conf. on Application-Specific Systems, Architectures, and Processors (ASAP), Jul. 2022, pp. 1-6.
J. Liu, "Custom ASICs for Automotive Electronics: Opportunities and Challenges," IEEE Transactions on Vehicular Technology, vol. 68, no. 8, pp. 7598-7607, Aug. 2019.
M. Sharma, S. Gupta, and P. Bhatia, "A Low-Latency Custom ASIC for Advanced Driver Assistance Systems," IEEE Access, vol. 8, pp. 147789-147799, 2020.
S. Patel, A. Singh, and R. Kumar, "A Power-Efficient Custom ASIC for Smart Home IoT Applications," IEEE Internet of Things Journal, vol. 7, no. 5, pp. 4567-4577, May 2020.
L. Wang, H. Chen, and Y. Xie, "A High-Performance Custom ASIC for Machine Learning Inference in Data Centers," IEEE Journal of Solid-State Circuits, vol. 55, no. 11, pp. 2917-2926, Nov. 2020.
K. Singh, S. Mishra, and A. Gupta, "Securing Financial Transactions with a Custom ASIC Integrating Hardware Root of Trust," IEEE Transactions on Consumer Electronics, vol. 66, no. 3, pp. 249-257, Aug. 2020.
T. Lee, "Optimizing System Integration with Custom ASICs," IEEE Systems Journal, vol. 14, no. 2, pp. 2345-2355, Jun. 2020.
M. Patel, S. Gupta, and T. Singh, "A Custom ASIC for Wearable Medical Devices," IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 7, pp. 1945-1953, Jul. 2020.
R. Patel, A. Singh, and K. Gupta, "A Miniaturized Custom ASIC for Retinal Implant Systems," IEEE Transactions on Biomedical Circuits and Systems, vol. 13, no. 5, pp. 1098-1108, Oct. 2019.
L. Chen, H. Zhang, and Y. Liu, "A Flexible Custom ASIC for Smart Textile Applications," IEEE Sensors Journal, vol. 20, no. 6, pp. 3285-3294, Mar. 2020.
S. Kim, J. Park, and M. Choi, "A Gesture Recognition ASIC with Integrated Capacitive Sensor Array," IEEE Journal of Solid-State Circuits, vol. 54, no. 8, pp. 2305-2316, Aug. 2019.
J. Lee, S. Gupta, and T. Kim, "A Compact Custom ASIC for Automotive Lidar Systems," IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 67, no. 9, pp. 3065-3075, Sep. 2020.
M. Gupta, S. Singh, and A. Jain, "An Energy-Efficient Custom ASIC for Deep Learning Acceleration at the Edge," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 11, pp. 2434-2443, Nov. 2020.
Z. Li, H. Wang, and Y. Xu, "A Survey on Custom ASIC Development: Costs, Challenges, and Opportunities," IEEE Design & Test, vol. 37, no. 2, pp. 45-53, Apr. 2020.
J. Chen, S. Gupta, and M. Patel, "Analyzing the Cost Breakdown of Custom ASIC Development," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 8, pp. 1987-1996, Aug. 2020.
T. Brown, "The Custom ASIC Development Process: Timelines and Best Practices," IEEE Solid-State Circuits Magazine, vol. 12, no. 1, pp. 18-25, Feb. 2023.
M. Patel, R. Singh, and A. Gupta, "Analyzing the Development Timelines of Custom ASICs Across Industries," IEEE Access, vol. 8, pp. 75489-75498, 2020.
S. Lee, "Balancing Flexibility and Customization in ASIC Design," IEEE Design & Test, vol. 38, no. 3, pp. 53-59, Jun. 2021.
S. Singh, M. Gupta, and T. Patel, "Defect Density Analysis of Custom ASICs and Off-the-Shelf Components," IEEE Transactions on Components, Packaging and Manufacturing Technology, vol. 11, no. 6, pp. 1089-1097, Jun. 2021.
L. Wang, H. Chen, and K. Lee, "Reducing Post-Silicon Bugs in Custom ASICs through Advanced Verification Techniques," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 39, no. 11, pp. 3423-3433, Nov. 2020.
R. Gupta, S. Patel, and A. Singh, "Cost-Benefit Analysis of Custom ASIC Development for High-Performance Applications," IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 29, no. 4, pp. 729-738, Apr. 2021.
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Balaji Narayan Mamidala (Author)
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
