Elliott Delaye

Deep learning challenges and solutions with Xilinx FPGAs

Elliott Delaye, Ashish Sirasao, Chaithanya Dudha, 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Neural network processing system having multiple processors and a neural network accelerator

Elliott Delaye, Ashish Sirasao, Xiao Teng, 2017 .

Neural network pruning and hardware acceleration

Elliott Delaye, Ashish Sirasao, Taehee Jeong, 2020, 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC).

Exploration and Tradeoffs of different Kernels in FPGA Deep Learning Applications

Ehsan Ghasemi, Elliott Delaye, Ashish Sirasao, 2018, ISPD.

Quantizing Convolutional Neural Networks for Low-Power High-Throughput Inference Engines pdf

Michael Wu, Nicholas J. Fraser, Manasa Bollavaram, 2018, ArXiv.

Bring Your Own Codegen to Deep Learning Compiler pdf

Cody Hao Yu, Jared Roesch, Elliott Delaye, 2021, ArXiv.

Neural network pruning for biomedical image segmentation

Manasa Bollavaram, Elliott Delaye, Ashish Sirasao, 2021 .

FPGA Based OpenCL Acceleration of Genome Sequencing Software

Stephen Neuendorffer, Elliott Delaye, Ashish Sirasao, 2015 .