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TULIP: ASIC Accelerator for QNN with Variable Precision and Tunable Energy-Efficiency
Background Deep neural networks (DNNs) have been used in many different applications in recent years for pattern recognition and data mining, and are widely considered to be the dominant algorithmic framework in machine learning. However, DNNs are computationally and energetically intensive algorithms that perform billions of floating-point operations...
Published: 2/26/2026   |   Updated: 1/22/2025   |   Inventor(s): Sarma Vrudhula, Ankit Wagle, Gian Singh
Keywords(s):  
Category(s): Physical Science, Semiconductor Devices, Artificial Intelligence/Machine Learning