A Neuro-vector-symbolic Architecture for Solving Raven's Progressive
Matrices

A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices

9 March 2022

Michael Hersche

Luca Benini

Papers citing "A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices"

16 / 16 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
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 50 2 0 14 May 2024
Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware Madison Cotteret Hugh Greatorex Alpha Renner Junren Chen Emre Neftci Huaqiang Wu Giacomo Indiveri Martin Ziegler Elisabetta Chicca 36 2 0 02 May 2024
MIMONets: Multiple-Input-Multiple-Output Neural Networks Exploiting Computation in Superposition Nicolas Menet Michael Hersche G. Karunaratne Luca Benini Abu Sebastian Abbas Rahimi 28 13 0 05 Dec 2023
Factorizers for Distributed Sparse Block Codes Michael Hersche Aleksandar Terzić G. Karunaratne Jovin Langenegger Angeline Pouget G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi 39 4 0 24 Mar 2023
Emergent Analogical Reasoning in Large Language Models Taylor W. Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 291 0 19 Dec 2022
Vector Symbolic Finite State Machines in Attractor Neural Networks Madison Cotteret Hugh Greatorex Martin Ziegler Elisabetta Chicca 39 6 0 02 Dec 2022
In-memory factorization of holographic perceptual representations Jovin Langenegger G. Karunaratne Michael Hersche Luca Benini A. Sebastian Abbas Rahimi 34 26 0 09 Nov 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces Vishwa Shah Aditya Sharma Gautam M. Shroff L. Vig T. Dash A. Srinivasan NAI 27 5 0 19 Sep 2022
Constrained Few-shot Class-incremental Learning Michael Hersche G. Karunaratne G. Cherubini Luca Benini A. Sebastian Abbas Rahimi CLL 26 141 0 30 Mar 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 120 41 0 28 Jan 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 24 126 0 12 Nov 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 72 119 0 11 Nov 2021
Unsupervised Abstract Reasoning for Raven's Problem Matrices Tao Zhuo Qian Huang Mohan S. Kankanhalli LRM 113 22 0 21 Sep 2021
Vector Symbolic Architectures as a Computing Framework for Emerging Hardware Denis Kleyko Mike Davies E. P. Frady P. Kanerva Spencer J. Kent ... Evgeny Osipov J. Rabaey D. Rachkovskij Abbas Rahimi Friedrich T. Sommer 32 57 0 09 Jun 2021