Holographic reduced representations
PulseAugur coverage of Holographic reduced representations — every cluster mentioning Holographic reduced representations across labs, papers, and developer communities, ranked by signal.
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Holographic Memory Fails Zero-Shot Compositional Reasoning in Knowledge Graphs
Researchers have investigated the effectiveness of Holographic Reduced Representations (HRR) and Fourier HRR (FHRR) for zero-shot compositional reasoning in knowledge graphs. While these methods show promise and are com…
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Hyperdimensional Computing Enhances Structured Querying on Tabular Data
Researchers have explored the application of Hyperdimensional Computing (HDC), specifically the Holographic Reduced Representations (HRR) model, for structured querying on tabular data embeddings. This approach aims to …
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New HRR Algorithm Enhances Neural Disentanglement
Researchers have developed a novel unsupervised learning algorithm for neural disentanglement using holographic reduced representations (HRR). This approach treats disentangled representations as symbolic structures, mo…
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AI model boosts depression detection using cognitive-linguistic features
Researchers have developed a hybrid model that combines DistilBERT embeddings with cognitive-linguistic features to detect depression in online text. This model, which incorporates cognitive distortions like absolutist …