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cs.AR2026
Interpolation of Non-Linear Functions for LLMs using Partial Reconfiguration in FPGAs
Roger Morales-Monge, Nazareth Jimenez-Chacon, Jose Gabriel Villalobos-Alvarado +2
Non-linear functions such as exponential and sigmoid are essential in AI and LLM acceleration, although implementing them efficiently on FPGAs is still costly. This paper proposes…
cs.AR2026
CAMTA: A Reconfigurable Multi-Region Activation Unit for Nonlinear Function Approximation
Carlos Soto-Porras, Jose Fonseca-Cruz, Pablo Ramirez-Morera +3
Nonlinear activation functions are widely used in machine learning workloads, but their direct hardware implementation is often costly, function-specific, or difficult to reuse acr…
cs.HC2026
COSI-Lab: Conference Living Lab for Modeling Multi-Perspective Multimodal Social Intention
Zonghuan Li, Litian Li, Arthur Mercier +17
COSI-Lab presents a multimodal multi-sensor dataset of a real interdisciplinary scientific workshop with 32 academics at an international conference. It captures ecologically valid…