Sarma Vrudhula

Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks

Naveen Suda, Vikas Chandra, Ganesh Dasika et al. · 2016 · 548 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Predictive Modeling of the NBTI Effect for Reliable Design

Sarvesh Bhardwaj, Wenping Wang, Rakesh Vattikonda et al. · 2006 · 430 citations

Device Modeling, Threshold Voltage Change, Electrical Engineering +14

Battery modeling for energy-aware system design

Ravishankar Rao, Sarma Vrudhula, Daler Rakhmatov · Computer · 2003 · 419 citations

Engineering, Energy Efficiency, Battery Technology +19

Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks

Yufei Ma, Yu Cao, Sarma Vrudhula et al. · 2017 · 381 citations

Loop Optimization Techniques, Convolutional Neural Network, Engineering +14

Optimizing the Convolution Operation to Accelerate Deep Neural Networks on FPGA

Yufei Ma, Yu Cao, Sarma Vrudhula et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2018 · 338 citations

Convolutional Neural Network, Engineering, Machine Learning +16