Shreyas Kolala Venkataramanaiah

Algorithm and hardware design of discrete-time spiking neural networks based on back propagation with binary activations

Shihui Yin, Shreyas Kolala Venkataramanaiah, Gregory K. Chen et al. · 2017 · 59 citations

Engineering, Neurochip, New Back Propagation +18

Automatic Compiler Based FPGA Accelerator for CNN Training

Shreyas Kolala Venkataramanaiah, Yufei Ma, Shihui Yin et al. · 2019 · 40 citations

Hardware Security, Engineering, Hardware Acceleration +14

FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning

Paul N. Whatmough, Chuteng Zhou, Patrick Hansen et al. · arXiv (Cornell University) · 2019 · 37 citations · Full text

FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access

Jian Meng, Shreyas Kolala Venkataramanaiah, Chuteng Zhou et al. · 2021 · 31 citations

Convolutional Neural Network, Engineering, Machine Learning +20

FPGA-based low-batch training accelerator for modern CNNs featuring high bandwidth memory

Shreyas Kolala Venkataramanaiah, Han-Sok Suh, Shihui Yin et al. · 2020 · 21 citations

Convolutional Neural Network, Engineering, Machine Learning +13