Author

A. Vasilopoulos

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Preprint Oct 2026

Superposed analog memory for vector storage in neural networks

The growing memory demands of artificial neural networks pose a major challenge for energy-efficient computing, particularly for models that rely on large collections of high-dimensional weight and embedding vectors. Conventional memory architectures store these vectors individually, requiring many memory cells per vec...

A. Vasilopoulos, Patrick Diener, M. Hersche et al. · 0 citations

#artificial intelligence Preprint Nov 2026

CAMP: Context-Aware Mapping and Placement for LLMs on 3D-IMC Arrays

CAMP (Context-Aware Mapping and Placement), an inference-context-aware weight mapping algorithm for 3D-IMC-based LLM accelerators that captures the potential resource contention resulting from the architecture, targeted network, and runtime context in a conflict matrix, enabling throughput-optimized weight mapping.

Orhun Gorkem, A. Vasilopoulos, Georgios Pagonis et al. · 0 citations