Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic
AI

Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI

2 January 2024

A. Raychowdhury

Papers citing "Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI"

10 / 10 papers shown

Title
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 26 0 0 27 Apr 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 47 1 0 23 Mar 2025
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture Zishen Wan Che-Kai Liu Hanchen Yang Ritik Raj Chaojian Li ... Yingyan Celine Lin Mohamed Ibrahim Jan M. Rabaey Tushar Krishna A. Raychowdhury 41 8 0 20 Sep 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering Priyesh Vakharia Abigail Kufeldt Max Meyers Ian Lane Leilani H. Gilpin 29 0 0 17 Sep 2024
Towards certifiable AI in aviation: landscape, challenges, and opportunities Hymalai Bello Daniel Geißler L. Ray Stefan Muller-Divéky Peter Muller Shannon Kittrell Mengxi Liu Bo Zhou Paul Lukowicz 27 1 0 13 Sep 2024
H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations Zishen Wan Che-Kai Liu Mohamed Ibrahim Hanchen Yang S. Spetalnick Tushar Krishna A. Raychowdhury 35 7 0 05 Apr 2024
Towards Data-and Knowledge-Driven Artificial Intelligence: A Survey on Neuro-Symbolic Computing Wenguan Wang Yi Yang Fei Wu NAI 32 16 0 28 Oct 2022
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities Zishen Wan A. Lele Bo Yu Shaoshan Liu Yu Wang Vijay Janapa Reddi Cong Hao A. Raychowdhury 32 13 0 14 May 2022
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems Zishen Wan Aqeel Anwar Yu-Shun Hsiao Tianyu Jia Vijay Janapa Reddi A. Raychowdhury AAML 40 30 0 09 Nov 2021
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 70 199 0 25 Dec 2020