研究業績

@inproceedings{kuroki-gecco-2024,

title = {Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization},

author = {Kyo Kuroki and Satoru Jimbo and Thiem Van Chu and Masato Motomura and Kazushi Kawamura},

year  = {2024},

date = {2024-07-14},

booktitle = {The Genetic and Evolutionary Computation Conference (GECCO)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{yamakura-ijcnn-2024,

title = {ETreeNet: Ensemble Model Fusing Decision Trees and Neural Networks for Small Tabular Data},

author = {Tsukasa Yamakura and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},

year  = {2024},

date = {2024-06-30},

booktitle = {International Joint Conference on Neural Networks (IJCNN)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{suzuki-aicas-2024,

title = {Progressive Variable Precision DNN with Bitwise Ternary Accumulation},

author = {Junnosuke Suzuki and Mari Yasunaga and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},

year  = {2024},

date = {2024-04-23},

booktitle = {International Conference on Artificial Intelligence Circuits and Systems (AICAS)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{otsuka-sasimi-2024,

title = {Ramanujan Edge-Popup: Finding Strong Lottery Tickets with Ramanujan Graph Properties for Efficient DNN Inference Execution},

author = {Hikari Otsuka and Yasuyuki Okoshi and Ángel López García-Arias and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},

year  = {2024},

date = {2024-03-12},

booktitle = {Workshop on Synthesis And System Integration of Mixed Information Technologies (SASIMI)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{asp-dac-2024,

title = {Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow},

author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},

year  = {2024},

date = {2024-01-25},

booktitle = {Asia and South Pacific Design Automation Conference (ASP-DAC)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{icce-2024-04,

title = {Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA},

author = {Masato Watanabe and Shungo Kumazawa and Thiem Van Chu and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},

year  = {2024},

date = {2024-01-05},

booktitle = {International Conference on Consumer Electronics (ICCE)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{icce-2024-03,

title = {High Throughput Datapath Design for Vision Permutator FPGA Accelerator},

author = {Mari Yasunaga and Junnosuke Suzuki and Masato Watanabe and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},

year  = {2024},

date = {2024-01-05},

urldate = {2024-01-05},

booktitle = {International Conference on Consumer Electronics (ICCE)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{icce-2024-02,

title = {An Accurate FPGA-Based ORB Feature Extractor for SLAM with Row-Wise Keypoint Selection},

author = {Yuki Ichikawa and Akihiro Shioda and Kazushi Kawamura and Thiem Van Chu and Masato Motomura},

year  = {2024},

date = {2024-01-05},

booktitle = {International Conference on Consumer Electronics (ICCE)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{icce-2024-01,

title = {Efficient COO to CSR Conversion for Accelerating Sparse Matrix Processing on FPGA},

author = {Yuta Nagahara and Jiale Yan and Kazushi Kawamura and Masato Motomura and Thiem Van Chu},

year  = {2024},

date = {2024-01-05},

booktitle = {International Conference on Consumer Electronics (ICCE)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mcsoc-2023-yasunaga,

title = {A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations},

author = {Mari Yasunaga and Junnosuke Suzuki and Masato Watanabe and Kazushi Kawamura and Thiem Van Chu and Jaehoon Yu and Masato Motomura},

year  = {2023},

date = {2023-12-18},

booktitle = {International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{iiswc-2023,

title = {[Best Paper Nomination] Vector-Processing for Mobile Devices: Benchmark and Analysis},

author = {Alireza Khadem and Daichi Fujiki and Nishil Talati and Scott A. Mahlke and Reetuparna Das},

year  = {2023},

date = {2023-10-02},

booktitle = {IEEE International Symposium on Workload Characterization},

keywords = {Awards, Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fccm-2023-thiem,

title = {Decision Forest Training Accelerator Based on Binary Feature Decomposition},

author = {Thiem Van Chu and Yu Mizutani and Yuta Nagahara and Shungo Kumazawa and Kazushi Kawamura and Jaehoon Yu and Masato Motomura},

year  = {2023},

date = {2023-05-09},

booktitle = {International Symposium on Field-Programmable Custom Computing Machines (FCCM)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{inoue-coolchips2023,

title = {Flexibly Controllable Dynamic Cooling Methods for Solid-State Annealing Processors to Improve Combinatorial Optimization Performance},

author = {Genta Inoue and Daiki Okonogi and Thiem Van Chu and Jaehoon Yu and Masato Motomura and Kazushi Kawamura},

year  = {2023},

date = {2023-04-21},

urldate = {2023-04-21},

booktitle = {IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 26},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiale-coolchips2023,

title = {[Best Poster Award] Optimized Deep MLP for Tensor Train-based Inference Engine},

author = {Jiale Yan and Masato Motomura},

year  = {2023},

date = {2023-04-21},

urldate = {2023-04-21},

booktitle = {IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOL Chips)},

keywords = {Awards, Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{amorphica-isscc2023,

title = {Amorphica: 4-Replica 512 Fully Connected Spin 336MHz Metamorphic Annealer with Programmable Optimization Strategy and Compressed-Spin-Transfer Multi-Chip Extension},

author = {Kazushi Kawamura and Jaehoon Yu and Daiki Okonogi and Satoru Jimbo and Genta Inoue and Akira Hyodo and Ángel López García-Arias and Kota Ando and Bruno Hideki Fukushima-Kimura and Ryota Yasudo and Thiem Van Chu and Masato Motomura

},

year  = {2023},

date = {2023-02-19},

urldate = {2023-02-19},

booktitle = {International Solid-State Circuits Conference (ISSCC)},

keywords = {Conference Papers},

pubstate = {published},

tppubtype = {inproceedings}

}