In-memory factorization of holographic perceptual representations

In-memory factorization of holographic perceptual representations

9 November 2022

Jovin Langenegger

Michael Hersche

Luca Benini

Papers citing "In-memory factorization of holographic perceptual representations"

13 / 13 papers shown

Title
On the Role of Noise in Factorizers for Disentangling Distributed Representations G. Karunaratne Michael Hersche A. Sebastian Abbas Rahimi 71 0 0 30 Nov 2024
The Inherent Adversarial Robustness of Analog In-Memory Computing C. Lammie Julian Büchel A. Vasilopoulos M. Le Gallo A. Sebastian AAML 29 0 0 11 Nov 2024
Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks Christopher J. Kymn Sonia Mazelet Annabel Ng Denis Kleyko Bruno A. Olshausen 22 2 0 29 Apr 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 17 7 0 05 Apr 2024
Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures Calvin Yeung Prathyush P. Poduval Mohsen Imani 18 1 0 20 Mar 2024
Linear Codes for Hyperdimensional Computing Netanel Raviv 25 2 0 05 Mar 2024
Random resistive memory-based deep extreme point learning machine for unified visual processing Shaocong Wang Yizhao Gao Yi Li Woyu Zhang Yifei Yu ... Zhongrui Wang Dashan Shang Qi Liu Kwang-Ting Cheng Ming-Yu Liu 13 0 0 14 Dec 2023
Computing with Residue Numbers in High-Dimensional Representation Christopher J. Kymn Denis Kleyko E. P. Frady Connor Bybee P. Kanerva Friedrich T. Sommer Bruno A. Olshausen 21 6 0 08 Nov 2023
Learning from Hypervectors: A Survey on Hypervector Encoding Ieee Mehran Sercan Aygun Member Ieee Shoushtari Moghadam Student Member Muhammad Hassan Ieee Mohsen Imani ID Member 17 24 0 01 Aug 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 22 4 0 24 Mar 2023
Torchhd: An Open Source Python Library to Support Research on Hyperdimensional Computing and Vector Symbolic Architectures Mike Heddes Igor O. Nunes Pere Vergés Denis Kleyko Danny Abraham T. Givargis Alexandru Nicolau A. Veidenbaum 29 20 0 18 May 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices Michael Hersche Mustafa Zeqiri Luca Benini Abu Sebastian Abbas Rahimi NAI 14 68 0 09 Mar 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 62 116 0 11 Nov 2021