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Towards Efficient Neuro-Symbolic AI: From Workload Characterization to
  Hardware Architecture

Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture

20 September 2024
Zishen Wan
Che-Kai Liu
Hanchen Yang
Ritik Raj
Chaojian Li
Haoran You
Yonggan Fu
Cheng Wan
Sixu Li
Youbin Kim
A. Samajdar
Yingyan Celine Lin
Mohamed Ibrahim
Jan M. Rabaey
Tushar Krishna
A. Raychowdhury
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Papers citing "Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture"

3 / 3 papers shown
Title
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI
Hanchen Yang
Zishen Wan
Ritik Raj
Joongun Park
Ziwei Li
A. Samajdar
A. Raychowdhury
Tushar Krishna
16
0
0
27 Apr 2025
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability
Zishen Wan
Jiayi Qian
Yuhang Du
Jason J. Jabbour
Yilun Du
Yang Katie Zhao
A. Raychowdhury
Tushar Krishna
Vijay Janapa Reddi
LM&Ro
86
0
0
26 Apr 2025
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
Yiting Wang
Wanghao Ye
Ping Guo
Yexiao He
Z. Wang
...
Sihan Chen
Ankur Srivastava
Qingfu Zhang
Gang Qu
Ang Li
32
0
0
14 Apr 2025
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