Resource and data optimization for hardware implementation of deep neural networks targeting FPGA-based edge devices-Reference-Cited by-同舟云学术

Resource and data optimization for hardware implementation of deep neural networks targeting FPGA-based edge devices

Published:2018-06-23 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 20th System Level Interconnect Prediction Workshop
language:
Short-container-title:

Author:

Liu Xinheng¹,Kim Dae Hee¹,Wu Chang²,Chen Deming¹

Affiliation:

1. University of Illinois at Urbana Champaign

2. Fudan University

Publisher

ACM

Reference24 articles.

1. Xilinx. Vivado High Level Synthesis. http: //www.xilinx.com/products/design-tools/vivado.html. Xilinx. Vivado High Level Synthesis. http: //www.xilinx.com/products/design-tools/vivado.html.

2. CALYPTO. Catapult C Synthesis. http://www.calypto.com/catapult-c-synthesis.php. CALYPTO. Catapult C Synthesis. http://www.calypto.com/catapult-c-synthesis.php.

3. Altera. OpenCL SDK. https://www.altera.com/products/design-software/embedded-software-developers/opencl/overview.html. Altera. OpenCL SDK. https://www.altera.com/products/design-software/embedded-software-developers/opencl/overview.html.

4. LegUp

5. FCUDA: Enabling efficient compilation of CUDA kernels onto FPGAs

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Suppressing Spurious Dynamism of Dataflow Circuits via Latency and Occupancy Balancing;Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays;2024-04

2. NoD: A Neural Network-Over-Decoder for Edge Intelligence;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2022-10

3. HBDCA: A Toolchain for High-Accuracy BRAM-Defined CNN Accelerator on FPGA with Flexible Structure;IEICE Transactions on Information and Systems;2021-10-01

4. Depth of anesthesia prediction via EEG signals using convolutional neural network and ensemble empirical mode decomposition;Mathematical Biosciences and Engineering;2021

5. A Dynamic Mapping Model for General CNN Accelerator Based on FPGA;Lecture Notes in Computer Science;2021