Thiem Van Chu
Orcid: 0000-0002-2003-2574
According to our database1,
Thiem Van Chu
authored at least 48 papers
between 2014 and 2025.
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Bibliography
2025
A Flip-Count-Based Dynamic Temperature Control Method for Constrained Combinatorial Optimization by Parallel Annealing Algorithms.
IEICE Trans. Inf. Syst., 2025
2024
IEEE Trans. Computers, May, 2024
Trans. Mach. Learn. Res., 2024
CoRR, 2024
Pianissimo: A Sub-mW Class DNN Accelerator With Progressively Adjustable Bit-Precision.
IEEE Access, 2024
IEEE Access, 2024
Efficient Stereo Visual Odometry on FPGA Featuring On-Chip Map Management and Pipelined Descriptor-Based Block Matching.
IEEE Access, 2024
ETreeNet: Ensemble Model Fusing Decision Trees and Neural Networks for Small Tabular Data.
Proceedings of the International Joint Conference on Neural Networks, 2024
Proceedings of the IEEE International Conference on Consumer Electronics, 2024
Exploration of Hyperdimensional Computing Using Locality-Sensitive Hashing Mechanism on FPGA.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024
Proceedings of the IEEE International Conference on Consumer Electronics, 2024
An Accurate FPGA-Based ORB Feature Extractor for SLAM with Row-Wise Keypoint Selection.
Proceedings of the IEEE International Conference on Consumer Electronics, 2024
Classical Thermodynamics-based Parallel Annealing Algorithm for High-speed and Robust Combinatorial Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Exploiting N:M Sparsity in Quantized-Folded ResNets: Signed Multicoat Supermasks and Iterative Pruning-Quantization.
Proceedings of the Twelfth International Symposium on Computing and Networking, 2024
Sparse-Sparse Matrix Multiplication Accelerator on FPGA featuring Distribute-Merge Product Dataflow.
Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024
Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024
2023
A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control for Various Combinatorial Optimization Problems.
IEICE Trans. Inf. Syst., December, 2023
An Exploration of State-of-the-Art Automation Frameworks for FPGA-Based DNN Acceleration.
IEEE Access, 2023
Pianissimo: A Sub-mW Class DNN Accelerator with Progressive Bit-by-Bit Datapath Architecture for Adaptive Inference at Edge.
Proceedings of the 2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits), 2023
A Highly Accurate and Parallel Vision MLP FPGA Accelerator based on FP7/8 SIMD Operations.
Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023
Amorphica: 4-Replica 512 Fully Connected Spin 336MHz Metamorphic Annealer with Programmable Optimization Strategy and Compressed-Spin-Transfer Multi-Chip Extension.
Proceedings of the IEEE International Solid- State Circuits Conference, 2023
Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023
Flexibly Controllable Dynamic Cooling Methods for Solid-State Annealing Processors to Improve Combinatorial Optimization Performance.
Proceedings of the IEEE Symposium in Low-Power and High-Speed Chips, 2023
2022
A Hybrid Integer Encoding Method for Obtaining High-Quality Solutions of Quadratic Knapsack Problems on Solid-State Annealers.
IEICE Trans. Inf. Syst., December, 2022
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.
Proceedings of the IEEE International Solid-State Circuits Conference, 2022
APC-SCA: A Fully-Parallel Annealing Algorithm with Autonomous Pinning Effect Control.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
ProgressiveNN: Achieving Computational Scalability with Dynamic Bit-Precision Adjustment by MSB-first Accumulative Computation.
Int. J. Netw. Comput., 2021
ExtraFerns: Fully Parallel Ensemble Learning Technique with Random Projection and Non-Greedy yet Minimal Memory Access Training.
Int. J. Netw. Comput., 2021
Edge Inference Engine for Deep & Random Sparse Neural Networks with 4-bit Cartesian-Product MAC Array and Pipelined Activation Aligner.
Proceedings of the IEEE Hot Chips 33 Symposium, 2021
A High-Performance and Flexible FPGA Inference Accelerator for Decision Forests Based on Prior Feature Space Partitioning.
Proceedings of the International Conference on Field-Programmable Technology, 2021
2020
ProgressiveNN: Achieving Computational Scalability without Network Alteration by MSB-first Accumulative Computation.
Proceedings of the Eighth International Symposium on Computing and Networking, 2020
ExtraFerns: Fully Parallel Ensemble Learning Technique with Non-Greedy yet Minimal Memory Access Training.
Proceedings of the Eighth International Symposium on Computing and Networking, 2020
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
2019
IEICE Trans. Inf. Syst., 2019
2018
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018
A High-Performance and Cost-Effective Hardware Merge Sorter without Feedback Datapath.
Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018
2017
Fast and Cycle-Accurate Emulation of Large-Scale Networks-on-Chip Using a Single FPGA.
ACM Trans. Reconfigurable Technol. Syst., 2017
Enhanced Long Edge First Routing Algorithm and Evaluation in Large-Scale Networks-on-Chip.
Proceedings of the 11th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2017
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017
2016
Cost-Effective and High-Throughput Merge Network: Architecture for the Fastest FPGA Sorting Accelerator.
SIGARCH Comput. Archit. News, 2016
The synchronous vs. asynchronous NoC routers: an apple-to-apple comparison between synchronous and transition signaling asynchronous designs.
Proceedings of the Tenth IEEE/ACM International Symposium on Networks-on-Chip, 2016
Proceedings of the Fourth International Symposium on Computing and Networking, 2016
2015
Proceedings of the 25th International Conference on Field Programmable Logic and Applications, 2015
Enabling Fast and Accurate Emulation of Large-Scale Network on Chip Architectures on a Single FPGA.
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015
2014
Proceedings of the IEEE 8th International Symposium on Embedded Multicore/Manycore SoCs, 2014
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014