Robust High-dimensional Memory-augmented Neural Networks

Robust High-dimensional Memory-augmented Neural Networks

5 October 2020

Manuel Le Gallo

Luca Benini

Papers citing "Robust High-dimensional Memory-augmented Neural Networks"

16 / 16 papers shown

Title
Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization Gentiana Rashiti G. Karunaratne Mrinmaya Sachan Abu Sebastian Abbas Rahimi RALM 44 0 0 12 Sep 2024
Vector-Symbolic Architecture for Event-Based Optical Flow Hongzhi You Yijun Cao Wei Yuan Fanjun Wang Ning Qiao Yongjie Li 56 2 0 14 May 2024
Modularizing and Assembling Cognitive Map Learners via Hyperdimensional Computing N. McDonald 29 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 39 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 Abu Sebastian S. Abadal 43 9 0 04 Feb 2023
PECAN: A Product-Quantized Content Addressable Memory Network Jie Ran R. Lin Jason Chun Lok Li Jiajun Zhou Ngai Wong MQ 49 7 0 13 Aug 2022
Constrained Few-shot Class-incremental Learning Michael Hersche G. Karunaratne G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi CLL 35 141 0 30 Mar 2022
Generalized Key-Value Memory to Flexibly Adjust Redundancy in Memory-Augmented Networks Denis Kleyko G. Karunaratne J. Rabaey Abu Sebastian Abbas Rahimi KELM 42 10 0 11 Mar 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 26 128 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 80 120 0 11 Nov 2021
A TinyML Platform for On-Device Continual Learning with Quantized Latent Replays Leonardo Ravaglia Manuele Rusci D. Nadalini Alessandro Capotondi Francesco Conti Luca Benini BDL 41 64 0 20 Oct 2021
Hyperseed: Unsupervised Learning with Vector Symbolic Architectures Evgeny Osipov Sachin Kahawala D. Haputhanthri Thimal Kempitiya Daswin De Silva D. Alahakoon Denis Kleyko 44 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 40 57 0 09 Jun 2021
Binarization Methods for Motor-Imagery Brain-Computer Interface Classification Michael Hersche Luca Benini Abbas Rahimi MQ 23 8 0 14 Oct 2020
A comparison of Vector Symbolic Architectures Kenny Schlegel Peer Neubert P. Protzel 27 109 0 31 Jan 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 460 11,715 0 09 Mar 2017