@article{CTT100849408, author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training}, journal = {International Journal of Networking and Computing}, year = 2021, } @article{CTT100849407, author = {Junnosuke Suzuki and Tomohiro Kaneko and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation}, journal = {International Journal of Networking and Computing}, year = 2021, } @article{CTT100847940, author = {Kazutoshi Hirose and Shinya Takamaeda-Yamazaki and Jaehoon Yu and Masato Motomura}, title = {Selective Fine-Tuning on a Classifier Ensemble: Realizing Adaptive Neural Networks With a Diversified Multi-Exit Architecture}, journal = {IEEE Access}, year = 2021, } @inproceedings{CTT100871994, author = {Thiem Van Chu and Ryuichi Kitajima and Kazushi Kawamura and Jaehoon Yu and Masato Motomura}, title = {A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning}, booktitle = {}, year = 2021, } @inproceedings{CTT100871995, author = {Angel Lopez Garcia-Arias and Masanori Hashimoto and Masato Motomura and Jaehoon Yu}, title = {Hidden-Fold Networks: Random Recurrent Residuals Using Sparse Supermasks}, booktitle = {}, year = 2021, } @inproceedings{CTT100849406, author = {Kota Ando and Jaehoon Yu and Kazutoshi Hirose and Hiroki Nakahara and Kazushi Kawamura and Thiem Van Chu and Masato Motomura}, title = {Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner}, booktitle = {}, year = 2021, } @inproceedings{CTT100847941, author = {Takashi Imagawa and Jaehoon Yu and Masanori Hashimoto and Hiroyuki Ochi}, title = {MUX Granularity Oriented Iterative Technology Mapping for Implementing Compute-Intensive Applications on Via-Switch FPGA}, booktitle = {}, year = 2021, } @misc{CTT100903902, author = {本村真人 and 劉載勲}, title = {ニューラルネットワーク回路装置}, howpublished = {公開特許}, year = 2023, month = {}, note = {特願2021-192336(2021/11/26), 特開2023-078975(2023/06/07)} }