Articles by Zhiheng Chen | Synthical

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Articles by Zhiheng Chen | Synthical

Zhiheng Chen

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7

TeLLMe v2: An Efficient End-to-End Ternary LLM Prefill and Decode Accelerator with Table-Lookup Matmul on Edge FPGAs

21 October 2025 by Ye Qiao and others

Hardware Architecture, Machine Learning

Modeling Elastic-Body Dynamics of Fish Swimming Using a Variational Framework

19 September 2025 by Zhiheng Chen and Wei Wang

Dynamic Modeling and Efficient Data-Driven Optimal Control for Micro Autonomous Surface Vehicles

8 September 2025 by Zhiheng Chen and Wei Wang

Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures

17 May 2025 by Zhiheng Chen and others

Machine Learning

TeLLMe: An Energy-Efficient Ternary LLM Accelerator for Prefilling and Decoding on Edge FPGAs

24 April 2025 by Ye Qiao and others

Hardware Architecture, Machine Learning

COBRA: Algorithm-Architecture Co-optimized Binary Transformer Accelerator for Edge Inference

24 April 2025 by Ye Qiao and others

Hardware Architecture, Machine Learning

On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes

2 June 2024 by Zhiheng Chen and others

Machine Learning

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