A Survey on Hyperdimensional Computing aka Vector Symbolic
Architectures, Part I: Models and Data Transformations

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations

11 November 2021

Papers citing "A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations"

18 / 18 papers shown

Title
DPQ-HD: Post-Training Compression for Ultra-Low Power Hyperdimensional Computing Nilesh Prasad Pandey Shriniwas Kulkarni David Wang Onat Gungor Flavio Ponzina T. Rosing 26 0 0 08 May 2025
A Mathematical Framework for the Problem of Security for Cognition in Neurotechnology B. Bagley Claudia K Petritsch 54 0 0 28 Jan 2025
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings Denis Kleyko D. Rachkovskij 45 0 0 28 Jan 2025
CiliaGraph: Enabling Expression-enhanced Hyper-Dimensional Computation in Ultra-Lightweight and One-Shot Graph Classification on Edge Yuxi Han Jihe Wang Danghui Wang 42 1 0 29 May 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 40 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 25 1 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 12 13 0 05 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 18 6 0 08 Nov 2023
Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations Martin N. P. Nilsson 11 1 0 05 Sep 2023
Modularizing and Assembling Cognitive Map Learners via Hyperdimensional Computing N. McDonald 8 6 0 10 Apr 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 16 4 0 24 Mar 2023
WHYPE: A Scale-Out Architecture with Wireless Over-the-Air Majority for Scalable In-memory Hyperdimensional Computing Robert Guirado Abbas Rahimi G. Karunaratne Eduard Alarcón A. Sebastian S. Abadal 20 9 0 04 Feb 2023
In-memory factorization of holographic perceptual representations Jovin Langenegger G. Karunaratne Michael Hersche Luca Benini A. Sebastian Abbas Rahimi 16 24 0 09 Nov 2022
Streaming Encoding Algorithms for Scalable Hyperdimensional Computing Anthony Thomas Behnam Khaleghi Gopi Krishna Jha S. Dasgupta N. Himayat Ravi Iyer Nilesh Jain Tajana Rosing 8 6 0 20 Sep 2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks Denis Kleyko G. Karunaratne J. Rabaey A. Sebastian Abbas Rahimi KELM 17 10 0 11 Mar 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 107 41 0 28 Jan 2022
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array Jack Cai A. Amirsoleimani R. Genov 39 7 0 27 Jan 2022
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 27 26 0 15 Oct 2021