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Deep Learning for Computer Architects

, , , , и . Synthesis Lectures on Computer Architecture Morgan & Claypool Publishers, (2017)

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A robust FIR filter with in situ error detection., , , , и . ISCAS, стр. 4185-4188. IEEE, (2010)FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning., , , , , и . CoRR, (2019)A Low-Power 1-GHz Razor FIR Accelerator With Time-Borrow Tracking Pipeline and Approximate Error Correction in 65-nm CMOS., , и . IEEE J. Solid State Circuits, 49 (1): 84-94 (2014)Searching for Winograd-aware Quantized Networks., , , и . MLSys, mlsys.org, (2020)Modeling and characterization of the system-level Power Delivery Network for a dual-core ARM Cortex-A57 cluster in 28nm CMOS., , и . ISLPED, стр. 146-151. IEEE, (2015)CHIPKIT: An agile, reusable open-source framework for rapid test chip development., , , , и . CoRR, (2020)Machine Learning-Based Automated Design Space Exploration for Autonomous Aerial Robots., , , , , , , , и . CoRR, (2021)GPTVQ: The Blessing of Dimensionality for LLM Quantization., , , , , , , и . CoRR, (2024)TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids., , , , , , , и . INTERSPEECH, стр. 4054-4058. ISCA, (2020)A 12nm 18.1TFLOPs/W Sparse Transformer Processor with Entropy-Based Early Exit, Mixed-Precision Predication and Fine-Grained Power Management., , , , , , , , , и 4 other автор(ы). ISSCC, стр. 342-343. IEEE, (2023)