Seyyed Hasan Mozafari

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Networks

Application Specific

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Mohammadreza Tayaranian, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation. CoRR (2024)
Mohammadreza Tayaranian, Seyyed Hasan Mozafari, Brett H. Meyer, James J. Clark, Warren J. Gross
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models. CoRR (2024)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Training Acceleration of Frequency Domain CNNs Using Activation Compression. ISCAS (2023)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Efficient 1D Grouped Convolution for PyTorch a Case Study: Fast On-Device Fine-Tuning for SqueezeBERT. ASAP (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, Cheng Chen, James J. Clark, Brett H. Meyer, Warren J. Gross
PipeBERT: High-throughput BERT Inference for ARM Big.LITTLE Multi-core Processors. J. Signal Process. Syst. 95 (7) (2023)
Hung-Yang Chang, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
High-Throughput Edge Inference for BERT Models via Neural Architecture Search and Pipeline. ACM Great Lakes Symposium on VLSI (2023)
Negin Firouzian, Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Work-in-Progress: Utilizing latency and accuracy predictors for efficient hardware-aware NAS. CODES+ISSS (2022)
Murray L. Kornelsen, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
Fast Heterogeneous Task Mapping for Reducing Edge DNN Latency. ASAP (2022)
M. Abdelgawad, Seyyed Hasan Mozafari, James J. Clark, Brett H. Meyer, Warren J. Gross
BERTPerf: Inference Latency Predictor for BERT on ARM big.LITTLE Multi-Core Processors. SiPS (2022)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Implementing Convolutional Neural Networks Using Hartley Stochastic Computing With Adaptive Rate Feature Map Compression. IEEE Open J. Circuits Syst. 2 (2021)
Seyyed Hasan Mozafari, James J. Clark, Warren J. Gross, Brett H. Meyer
Hartley Stochastic Computing For Convolutional Neural Networks. SiPS (2021)
Seyyed Hasan Mozafari, Brett H. Meyer
Hot sparing for lifetime-chip-performance and cost improvement in application specific SIMT processors. Des. Autom. Embed. Syst. 24 (4) (2020)
Seyyed Hasan Mozafari, Brett H. Meyer
Characterizing the Effectiveness of Hot Sparing on Cost and Performance-per-Watt in Application Specific SIMT. Integr. 69 (2019)
Seyyed Hasan Mozafari, Brett H. Meyer
Efficient Performance Evaluation of Multi-Core SIMT Processors with Hot Redundancy. IEEE Trans. Emerg. Top. Comput. 6 (4) (2018)
Maria Isabel Mera, Jonah Caplan, Seyyed Hasan Mozafari, Brett H. Meyer, Peter A. Milder
Area, Throughput, and Power Trade-Offs for FPGA- and ASIC-Based Execution Stream Compression. ACM Trans. Embed. Comput. Syst. 16 (4) (2017)
Seyyed Hasan Mozafari, Brett H. Meyer
Hot spare components for performance-cost improvement in multi-core SIMT. DFTS (2015)
Seyyed Hasan Mozafari, Brett H. Meyer, Kevin Skadron
Yield-aware Performance-Cost Characterization for Multi-Core SIMT. ACM Great Lakes Symposium on VLSI (2015)