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"

23 / 23 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 36 0 0 08 May 2025
On Design Choices in Similarity-Preserving Sparse Randomized Embeddings Denis Kleyko D. Rachkovskij 45 0 0 28 Jan 2025
A Mathematical Framework for the Problem of Security for Cognition in Neurotechnology B. Bagley Claudia K Petritsch 58 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 55 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 45 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 34 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
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 28 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 21 1 0 05 Sep 2023
Modularizing and Assembling Cognitive Map Learners via Hyperdimensional Computing N. McDonald 21 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 37 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 33 9 0 04 Feb 2023
Vector Symbolic Finite State Machines in Attractor Neural Networks Madison Cotteret Hugh Greatorex Martin Ziegler Elisabetta Chicca 26 6 0 02 Dec 2022
In-memory factorization of holographic perceptual representations Jovin Langenegger G. Karunaratne Michael Hersche Luca Benini A. Sebastian Abbas Rahimi 32 25 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 18 6 0 20 Sep 2022
Unpaired Image Translation via Vector Symbolic Architectures Justin D. Theiss Jay Leverett Daeil Kim Aayush Prakash 14 26 0 06 Sep 2022
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures Naoki Hiratani H. Sompolinsky 19 5 0 14 Apr 2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks Denis Kleyko G. Karunaratne J. Rabaey A. Sebastian Abbas Rahimi KELM 30 10 0 11 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
HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array Jack Cai A. Amirsoleimani R. Genov 50 8 0 27 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 18 126 0 12 Nov 2021
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 40 26 0 15 Oct 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 56 0 09 Jun 2021