27 citations · 27 across the 1 of their papers we have counts for
2 papers
cs.NE2019★ 27 cited
Efficient Winograd Convolution via Integer Arithmetic
Lingchuan Meng, John Brothers
Convolution is the core operation for many deep neural networks. The Winograd convolution algorithms have been shown to accelerate the widely-used small convolution sizes. Quantize…
cs.LG2018
FPGA-Based CNN Inference Accelerator Synthesized from Multi-Threaded C Software
Jin Hee Kim, Brett Grady, Ruolong Lian +2
A deep-learning inference accelerator is synthesized from a C-language software program parallelized with Pthreads. The software implementation uses the well-known producer/consume…