@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, } @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)} } @misc{CTT100892250, author = {川村一志 and 本村真人}, title = {情報処理装置、情報処理方法及びプログラム}, howpublished = {公開特許}, year = 2022, month = {}, note = {特願2021-083725(2021/05/18), 特開2022-177458(2022/12/01)} } @misc{CTT100846541, author = {本村真人 and 高前田 伸也  and 植吉 晃大 }, title = {ニューラル電子回路}, howpublished = {公開特許}, year = 2021, month = {}, note = {特願2019-570676(2019/01/25), 再表2019/155910(2021/03/04)} } @misc{CTT100862923, author = {本村真人}, title = {ニューラルネットワーク回路及びニューラルネットワーク集積回路}, howpublished = {登録特許}, year = 2021, month = {}, note = {特願2018-518385(2017/05/19), 再表2017/200088(2019/03/22), 特許第6913388号(2021/07/14)} }