Masayuki Shimoda

According to our database, Masayuki Shimoda authored at least 21 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Pre- and post-processing techniques for reinforcement-learning-based routing and spectrum assignment in elastic optical networks.

Takafumi Tanaka, Masayuki Shimoda

J. Opt. Commun. Netw., December, 2023

2021

FPGA-Based Inter-layer Pipelined Accelerators for Filter-Wise Weight-Balanced Sparse Fully Convolutional Networks with Overlapped Tiling.

Masayuki Shimoda, Youki Sada, Hiroki Nakahara

J. Signal Process. Syst., 2021

Impact of Operational Mode Selection and Grooming Policies on Auxiliary Graph-Based Multi-layer Network Planning.

Takafumi Tanaka, Masayuki Shimoda

Proceedings of the European Conference on Optical Communication, 2021

Mask RSA: End-To-End Reinforcement Learning-based Routing and Spectrum Assignment in Elastic Optical Networks.

Masayuki Shimoda, Takafumi Tanaka

Proceedings of the European Conference on Optical Communication, 2021

2020

SENTEI: Filter-Wise Pruning with Distillation towards Efficient Sparse Convolutional Neural Network Accelerators.

Masayuki Shimoda, Youki Sada, Ryosuke Kuramochi, Shimpei Sato, Hiroki Nakahara

IEICE Trans. Inf. Syst., 2020

Fast Monocular Depth Estimation on an FPGA.

Youki Sada, Naoto Soga, Masayuki Shimoda, Akira Jinguji, Shimpei Sato, Hiroki Nakahara

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

2019

Power Efficient Object Detector with an Event-Driven Camera for Moving Object Surveillance on an FPGA.

Masayuki Shimoda, Shimpei Sato, Hiroki Nakahara

IEICE Trans. Inf. Syst., 2019

GUINNESS: A GUI Based Binarized Deep Neural Network Framework for Software Programmers.

Hiroki Nakahara, Haruyoshi Yonekawa, Tomoya Fujii, Masayuki Shimoda, Shimpei Sato

IEICE Trans. Inf. Syst., 2019

FPGA-based Accurate Pedestrian Detection with Thermal Camera for Surveillance System.

Ryosuke Kuramochi, Masayuki Shimoda, Youki Sada, Shimpei Sato, Hiroki Nakahara

Proceedings of the 2019 International Conference on ReConFigurable Computing and FPGAs, 2019

Many Universal Convolution Cores for Ensemble Sparse Convolutional Neural Networks.

Ryosuke Kuramochi, Youki Sada, Masayuki Shimoda, Shimpei Sato, Hiroki Nakahara

Proceedings of the 13th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2019

A Dataflow Pipelining Architecture for Tile Segmentation with a Sparse MobileNet on an FPGA.

Youki Sada, Masayuki Shimoda, Akira Jinguji, Hiroki Nakahara

Proceedings of the International Conference on Field-Programmable Technology, 2019

An FPGA Implementation of Real-Time Object Detection with a Thermal Camera.

Masayuki Shimoda, Youki Sada, Ryosuke Kuramochi, Hiroki Nakahara

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

FPGA-Based Training Accelerator Utilizing Sparseness of Convolutional Neural Network.

Hiroki Nakahara, Youki Sada, Masayuki Shimoda, Kouki Sayama, Akira Jinguji, Shimpei Sato

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

An FPGA-based Fine Tuning Accelerator for a Sparse CNN.

Hiroki Nakahara, Akira Jinguji, Masayuki Shimoda, Shimpei Sato

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Filter-Wise Pruning Approach to FPGA Implementation of Fully Convolutional Network for Semantic Segmentation.

Masayuki Shimoda, Youki Sada, Hiroki Nakahara

Proceedings of the Applied Reconfigurable Computing - 15th International Symposium, 2019

2018

Power Efficient Object Detector with an Event-Driven Camera on an FPGA.

Masayuki Shimoda, Shimpei Sato, Hiroki Nakahara

Proceedings of the 9th International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies, 2018

A Tri-State Weight Convolutional Neural Network for an FPGA: Applied to YOLOv2 Object Detector.

Hiroki Nakahara, Masayuki Shimoda, Shimpei Sato

Proceedings of the International Conference on Field-Programmable Technology, 2018

Demonstration of Object Detection for Event-Driven Cameras on FPGAs and GPUs.

Masayuki Shimoda, Shimpei Sato, Hiroki Nakahara

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

A Demonstration of FPGA-Based You Only Look Once Version2 (YOLOv2).

Hiroki Nakahara, Masayuki Shimoda, Shimpei Sato

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

2017

All binarized convolutional neural network and its implementation on an FPGA.

Masayuki Shimoda, Shimpei Sato, Hiroki Nakahara

Proceedings of the International Conference on Field Programmable Technology, 2017

A demonstration of the GUINNESS: A GUI based neural NEtwork SyntheSizer for an FPGA.

Hiroyuki Nakahara, Haruyoshi Yonekawa, Tomoya Fujii, Masayuki Shimoda, Simpei Sato

Proceedings of the 27th International Conference on Field Programmable Logic and Applications, 2017