Vijayalakshmi Srinivasan
Orcid: 0000-0002-2593-8789
According to our database1,
Vijayalakshmi Srinivasan
authored at least 67 papers
between 1997 and 2024.
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Bibliography
2024
14.1 A Software-Assisted Peak Current Regulation Scheme to Improve Power-Limited Inference Performance in a 5nm AI SoC.
Proceedings of the IEEE International Solid-State Circuits Conference, 2024
2022
OnSRAM: Efficient Inter-Node On-Chip Scratchpad Management in Deep Learning Accelerators.
ACM Trans. Embed. Comput. Syst., November, 2022
A 7-nm Four-Core Mixed-Precision AI Chip With 26.2-TFLOPS Hybrid-FP8 Training, 104.9-TOPS INT4 Inference, and Workload-Aware Throttling.
IEEE J. Solid State Circuits, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
A 7nm 4-Core AI Chip with 25.6TFLOPS Hybrid FP8 Training, 102.4TOPS INT4 Inference and Workload-Aware Throttling.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021
Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021
2020
A 3.0 TFLOPS 0.62V Scalable Processor Core for High Compute Utilization AI Training and Inference.
Proceedings of the IEEE Symposium on VLSI Circuits, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
ScaleCom: Scalable Sparsified Gradient Compression for Communication-Efficient Distributed Training.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
IEEE Micro, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019
Proceedings of the IEEE International Symposium on Workload Characterization, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019
BiScaled-DNN: Quantizing Long-tailed Datastructures with Two Scale Factors for Deep Neural Networks.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
A Compiler for Deep Neural Network Accelerators to Generate Optimized Code for a Wide Range of Data Parameters from a Hand-crafted Computation Kernel.
Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2019
2018
A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference.
Proceedings of the 2018 IEEE Symposium on VLSI Circuits, 2018
Proceedings of the International Symposium on Low Power Electronics and Design, 2018
Proceedings of the International Symposium on Low Power Electronics and Design, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Compensated-DNN: energy efficient low-precision deep neural networks by compensating quantization errors.
Proceedings of the 55th Annual Design Automation Conference, 2018
2017
Needle: Leveraging Program Analysis to Analyze and Extract Accelerators from Whole Programs.
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Proceedings of the 54th Annual Design Automation Conference, 2017
POSTER: Design Space Exploration for Performance Optimization of Deep Neural Networks on Shared Memory Accelerators.
Proceedings of the 26th International Conference on Parallel Architectures and Compilation Techniques, 2017
2016
Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016
Proceedings of the 2016 International Conference on Supercomputing, 2016
Proceedings of the IEEE International Conference on Rebooting Computing, 2016
2015
Proceedings of the 48th International Symposium on Microarchitecture, 2015
Proceedings of the 29th ACM on International Conference on Supercomputing, 2015
2014
IEEE Micro, 2014
Proceedings of the 2014 IEEE International Symposium on Performance Analysis of Systems and Software, 2014
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014
2013
Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013
2012
Proceedings of the 2012 ACM workshop on Relaxing synchronization for multicore and manycore scalability, 2012
Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012
Proceedings of the International Conference on Parallel Architectures and Compilation Techniques, 2012
2011
Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011
2010
Proceedings of the 43rd Annual IEEE/ACM International Symposium on Microarchitecture, 2010
2009
Proceedings of the 42st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-42 2009), 2009
Enhancing lifetime and security of PCM-based main memory with start-gap wear leveling.
Proceedings of the 42st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO-42 2009), 2009
Proceedings of the 36th International Symposium on Computer Architecture (ISCA 2009), 2009
2008
J. Instr. Level Parallelism, 2008
2007
Proceedings of the Workshop on Experimental Computer Science, 2007
Proceedings of the 4th Conference on Computing Frontiers, 2007
2006
Proceedings of the Third Conference on Computing Frontiers, 2006
2005
Proceedings of the Second Conference on Computing Frontiers, 2005
2004
IEEE Trans. Computers, 2004
Proceedings of the 2004 International Symposium on Low Power Electronics and Design, 2004
2003
New methodology for early-stage, microarchitecture-level power-performance analysis of microprocessors.
IBM J. Res. Dev., 2003
Proceedings of the Power-Aware Computer Systems, Third International Workshop, 2003
2002
Proceedings of the Power-Aware Computer Systems, Second International Workshop, 2002
Proceedings of the 35th Annual International Symposium on Microarchitecture, 2002
2001
Proceedings of the Seventh International Symposium on High-Performance Computer Architecture (HPCA'01), 2001
1999
IEEE Trans. Computers, 1999
1998
Proceedings of the International Conference on Computer Design: VLSI in Computers and Processors, 1998
1997
Proceedings of the 3rd IEEE Symposium on High-Performance Computer Architecture (HPCA '97), 1997