Dimension Insensitive Euclidean Metric (DIEM)
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Updated
Jan 20, 2026 - MATLAB
Dimension Insensitive Euclidean Metric (DIEM)
This research is about utilizing and optimizing two Hyper-Dimensional Computing models (OnlineHD and NeuralHD), which are trained on a huge dataset from Microsoft Malware Classification Challenge (BIG 2015). The average training accuracy, average testing accuracy, training time latency, inference time latency are compared with SVM and MLP models.
Universal Stochastic Computing Framework for Neuromorphic Hardware — Rust SIMD engine, Python simulation, Verilog RTL, HDC/VSA, SCPN integration
Hyperdimensional computing for language recognition: Matlab and RTL implementations + Python & Rust
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