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2024/02/03 · In this paper, we reframe the online nonlinear time-series forecasting problem as one of linear hyperdimensional time-series forecasting.
2024/02/12 · In this paper, we reframe the on-line nonlinear time-series forecasting problem as one of linear hyperdimensional time-series forecasting.
2024/02/03 · Using this, we can run high-dimensional linear computations for nonlinear time-series forecasting, allowing rapid, low-overhead model updates ...
2024/02/03 · The TSF-HD framework, which adapts to time-series distribution shifts using a novel co-training framework for its hyperdimensional mapping ...
We present a novel framework for efficient time series forecasting in edge computing. It departs from traditional, resource-intensive deep learning methods, ...
A novel hyperdimensional computing framework for online time series forecasting on the edge. M Mejri, C Amarnath, A Chatterjee
2024/02/07 · [2402.01999] A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge. arxiv.org. Open. Upvote 1. Downvote
A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge · 1 code implementation • 3 Feb 2024 • Mohamed Mejri, Chandramouli ...
A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge. Preprint. Full-text available. Feb 2024. Mohamed ...
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF).