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

27 April 2025

A. Raychowdhury

Papers citing "NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI"

13 / 13 papers shown

Title
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 53 8 0 05 Apr 2024
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs Shulin Zeng Jun Liu Guohao Dai Xinhao Yang Tianyu Fu ... Zehao Wang Ruoyu Zhang Kairui Wen Xuefei Ning Yu Wang 87 63 0 08 Jan 2024
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI Zishen Wan Che-Kai Liu Hanchen Yang Chaojian Li Haoran You Yonggan Fu Cheng Wan Tushar Krishna Yingyan Lin A. Raychowdhury AAML 75 20 0 02 Jan 2024
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference Hongzheng Chen Jiahao Zhang Yixiao Du Shaojie Xiang Zichao Yue Niansong Zhang Yaohui Cai Zhiru Zhang 67 39 0 23 Dec 2023
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet Michael Hersche G. Karunaratne Luca Benini Abu Sebastian Abbas Rahimi 52 13 0 05 Dec 2023
A Benchmark for Compositional Visual Reasoning Aimen Zerroug Mohit Vaishnav Julien Colin Sebastian Musslick Thomas Serre OCL CoGe 58 32 0 11 Jun 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 69 22 0 30 Mar 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices Michael Hersche Mustafa Zeqiri Luca Benini Abu Sebastian Abbas Rahimi NAI 72 95 0 09 Mar 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 52 59 0 24 Feb 2022
Thinking Fast and Slow in AI G. Booch F. Fabiano L. Horesh Kiran Kate J. Lenchner ... Andrea Loreggia K. Murugesan Nicholas Mattei F. Rossi Biplav Srivastava 56 96 0 12 Oct 2020
Stratified Rule-Aware Network for Abstract Visual Reasoning Sheng Hu Yuqing Ma Xianglong Liu Yanlu Wei Shihao Bai 42 106 0 17 Feb 2020
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 104 473 0 03 Oct 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 115 696 0 26 Apr 2019