Akira Jinguji

According to our database, Akira Jinguji authored at least 15 papers between 2016 and 2023.

Collaborative distances:

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

2023

A Many-core Architecture for an Ensemble Ternary Neural Network Toward High-Throughput Inference.

Ryota Kayanoma, Akira Jinguji, Hiroki Nakahara

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

A Light-Weight Vision Transformer Toward Near Memory Computation on an FPGA.

Takeshi Senoo, Ryota Kayanoma, Akira Jinguji, Hiroki Nakahara

Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2023

2022

Multilayer Perceptron Training Accelerator Using Systolic Array.

Takeshi Senoo, Akira Jinguji, Ryosuke Kuramochi, Hiroki Nakahara

IEICE Trans. Inf. Syst., December, 2022

2021

Weight Sparseness for a Feature-Map-Split-CNN Toward Low-Cost Embedded FPGAs.

Akira Jinguji, Shimpei Sato, Hiroki Nakahara

IEICE Trans. Inf. Syst., 2021

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

R2CNN: Recurrent Residual Convolutional Neural Network on FPGA.

Hiroki Nakahara, Zhiqiang Que, Akira Jinguji, Wayne Luk

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Tiny On-Chip Memory Realization of Weight Sparseness Split-CNNs on Low-end FPGAs.

Akira Jinguji, Shimpei Sato, Hiroki Nakahara

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

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

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

Real-Time Multi-Pedestrian Detection in Surveillance Camera using FPGA.

Akira Jinguji, Youki Sada, Hiroki Nakahara

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

2018

An FPGA Realization of a Random Forest with <i>k</i>-Means Clustering Using a High-Level Synthesis Design.

Akira Jinguji, Shimpei Sato, Hiroki Nakahara

IEICE Trans. Inf. Syst., 2018

An FPGA Realization of OpenPose Based on a Sparse Weight Convolutional Neural Network.

Akira Jinguji, Tomoya Fujii, Shimpei Sato, Hiroki Nakahara

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

2017

A Random Forest Using a Multi-valued Decision Diagram on an FPGA.

Hiroki Nakahara, Akira Jinguji, Simpei Sato, Tsutomu Sasao

Proceedings of the 47th IEEE International Symposium on Multiple-Valued Logic, 2017

2016

An acceleration of a random forest classification using Altera SDK for OpenCL.

Hiroki Nakahara, Akira Jinguji, Tomonori Fujii, Simpei Sato

Proceedings of the 2016 International Conference on Field-Programmable Technology, 2016