Ashish Sirasao

Publications by Year

Research Areas

Advanced Neural Network Applications, Multimodal Machine Learning Applications, CCD and CMOS Imaging Sensors, Natural Language Processing Techniques, Neural Networks and Applications

Most-Cited Works

• → MLPerf Inference Benchmark(2020)451 cited
• → Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines(2018)20 cited
• → FDViT: Improve the Hierarchical Architecture of Vision Transformer(2023)15 cited
• → Deep learning challenges and solutions with Xilinx FPGAs(2017)14 cited
• → XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse(2022)12 cited
• → UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer(2024)11 cited
• → xDNN: Inference for Deep Convolutional Neural Networks(2022)11 cited
• → Neural network pruning and hardware acceleration(2020)9 cited
• → Precision medicine and FPGA technology: Challenges and opportunities(2017)7 cited