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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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B. Alizadeh

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Aug 2026

BREEZE: a binary pattern encoded edge accelerator for spatio-temporal sparse delta LSTMs on FPGAs

BREEZE is proposed, a novel configurable hardware accelerator featuring a hardware-coupled Binary Pattern Encoding (BPE) scheme and a row-wise execution architecture that achieves throughput comparable to state-of-the-art implementations while reducing LUT utilization by up to 25.6%.

Atefeh Samadi-Meibodi, B. Alizadeh · 0 citations

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