Author

Soumen Sinha

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Conference Jul 2026

Binary Representation of NLP Embeddings Using Spiking Neural Networks*

Efficient text embedding is critical for large-scale natural language processing (NLP) applications, where storage, computation, and scalability are key concerns. While binary representations offer a compact alternative to real-valued embeddings, existing approaches typically rely on fixed or heuristic thresholding sch...

Soumen Sinha, S. Rahnamayan · Annual International Compute... · 0 citations