@article{CTT100871993, author = {Satoru Jimbo and Daiki Okonogi and Kota Ando and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura}, title = {A Hybrid Integer Encoding Method for Obtaining High-quality Solutions of Quadratic Knapsack Problems on Solid-state Annealers}, journal = {IEICE Transactions on Information and Systems}, year = 2022, } @article{CTT100871987, author = {Kazutoshi Hirose and Jaehoon Yu and Kota Ando and Yasuyuki Okoshi and Angel Lopez Garcia-Arias and Junnosuke Suzuki and Thiem Van Chu and Kazushi Kawamura and Masato Motomura}, title = {Hiddenite: 4K-PE Hidden Network Inference 4D-Tensor Engine Exploiting On-Chip Model Construction Achieving 34.8-to-16.0TOPS/W for CIFAR-100 and ImageNet}, journal = {International Solid-State Circuits Conference}, year = 2022, } @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{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, } @inproceedings{CTT100871992, author = {Yasuyuki Okoshi and Angel Lopez Garcia-Arias and Kazutoshi Hirose and Kota Ando and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {Multicoated Supermasks Enhance Hidden Networks}, booktitle = {}, year = 2022, } @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{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{CTT100847594, author = {Shungo Kumazawa and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training}, booktitle = {}, year = 2020, } @inproceedings{CTT100847593, author = {Junnosuke Suzuki and Kota Ando and Kazutoshi Hirose and Kazushi Kawamura and Thiem Van Chu and Masato Motomura and Jaehoon Yu}, title = {ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation}, booktitle = {}, year = 2020, } @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)} }