@article{CTT100827098, author = {Ryutaro Doi and Jaehoon Yu and Masanori Hashimoto}, title = {Sneak Path Free Reconfiguration with Minimized Programming Steps for Via-switch Crossbar Based FPGA}, journal = {IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems}, year = 2020, } @article{CTT100827089, author = {TaiYu Cheng and Yukata Masuda and Jun Chen and Jaehoon Yu and Masanori Hashimoto}, title = {Logarithm-approximate floating-point multiplier is applicable to power-efficient neural network training}, journal = {}, year = 2020, } @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, } @inproceedings{CTT100833305, author = {Ángel López García-Arias and Jaehoon Yu and Masanori Hashimoto}, title = {Low-Cost Reservoir Computing using Cellular Automata and Random Forests}, booktitle = {}, year = 2020, } @inproceedings{CTT100831835, author = {Kazuki Onishi and Jaehoon Yu and Masanori Hashimoto}, title = {Memory Efficient Training using Lookup-Table-based Quantization for Neural Network}, booktitle = {}, year = 2020, } @inproceedings{CTT100827092, author = {M Hashimoto and X Bai and N Banno and M Tada and T Sakamoto and J Yu and R Doi and Y Araki and H Onodera and T Imagawa and H Ochi and K Wakabayashi and Y Mitsuyama and T Sugibayashi}, title = {Via-Switch FPGA: 65nm CMOS Implementation and Architecture Extension for AI Applications}, booktitle = {}, year = 2020, }