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"

14 / 14 papers shown

Title
HyperCam: Low-Power Onboard Computer Vision for IoT Cameras Chae Young Lee Maxwell Fite Tejus Rao Sara Achour Zerina Kapetanovic VLM 36 1 0 17 Jan 2025
On the Role of Noise in Factorizers for Disentangling Distributed Representations G. Karunaratne Michael Hersche Abu Sebastian Abbas Rahimi 76 0 0 30 Nov 2024
The Inherent Adversarial Robustness of Analog In-Memory Computing Corey Lammie Julian Büchel A. Vasilopoulos Manuel Le Gallo Abu Sebastian AAML 44 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 32 3 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 38 7 0 05 Apr 2024
Self-Attention Based Semantic Decomposition in Vector Symbolic Architectures Calvin Yeung Prathyush P. Poduval Mohsen Imani 34 1 0 20 Mar 2024
Linear Codes for Hyperdimensional Computing Netanel Raviv 34 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 28 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 30 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 27 25 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 39 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 39 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 35 91 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 77 119 0 11 Nov 2021