LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference von Wang, Erwei, Davis, James J., Cheung, Peter Y. K., Constantinides, George A.

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A Parallel Hardware Architecture for Scale and Rotation Invariant Feature Detection von Bonato, V., Marques, E., Constantinides, G.A.

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Approximate Logic Synthesis: A Survey von Scarabottolo, Ilaria, Ansaloni, Giovanni, Constantinides, George A., Pozzi, Laura, Reda, Sherief

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Nonideality‐Aware Training for Accurate and Robust Low‐Power Memristive Neural Networks von Joksas, Dovydas, Wang, Erwei, Barmpatsalos, Nikolaos, Ng, Wing H., Kenyon, Anthony J., Constantinides, George A., Mehonic, Adnan

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ROVER: RTL Optimization via Verified E-Graph Rewriting von Coward, Samuel, Drane, Theo, Constantinides, George A.

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Embedded Online Optimization for Model Predictive Control at Megahertz Rates von Jerez, Juan L., Goulart, Paul J., Richter, Stefan, Constantinides, George A., Kerrigan, Eric C., Morari, Manfred

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Deep Neural Network Approximation for Custom Hardware: Where We've Been, Where We're Going von Wang, Erwei, Davis, James J., Zhao, Ruizhe, Ng, Ho-Cheung, Niu, Xinyu, Luk, Wayne, Cheung, Peter Y. K., Constantinides, George A.

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Horizon-Independent Preconditioner Design for Linear Predictive Control von McInerney, Ian, Kerrigan, Eric C., Constantinides, George A.

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Balancing Static Islands in Dynamically Scheduled Circuits using Continuous Petri Nets von Cheng, Jianyi, Fraca, Estibaliz, Wickerson, John, Constantinides, George A.

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DASS: Combining Dynamic & Static Scheduling in High-Level Synthesis von Cheng, Jianyi, Josipovic, Lana, Constantinides, George A., Ienne, Paolo, Wickerson, John

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Global Analysis of C Concurrency in High-Level Synthesis von Ramanathan, Nadesh, Constantinides, George A., Wickerson, John

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A Formal Framework for Maximum Error Estimation in Approximate Logic Synthesis von Scarabottolo, Ilaria, Ansaloni, Giovanni, Constantinides, George A., Pozzi, Laura

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Polyhedral-Based Dynamic Loop Pipelining for High-Level Synthesis von Liu, Junyi, Wickerson, John, Bayliss, Samuel, Constantinides, George A.

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Automatic Software and Computing Hardware Codesign for Predictive Control von Khusainov, Bulat, Kerrigan, Eric C., Constantinides, George A.

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Scheduling Weakly Consistent C Concurrency for Reconfigurable Hardware von Ramanathan, Nadesh, Wickerson, John, Constantinides, George A.

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Predictive Control Using an FPGA With Application to Aircraft Control von Hartley, Edward Nicholas, Jerez, Juan Luis, Suardi, Andrea, Maciejowski, Jan M., Kerrigan, Eric C., Constantinides, George A.

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Communication Optimization of Iterative Sparse Matrix-Vector Multiply on GPUs and FPGAs von Rafique, Abid, Constantinides, George A., Kapre, Nachiket

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Efficient Memory Arbitration in High-Level Synthesis From Multi-Threaded Code von Cheng, Jianyi, Fleming, Shane T., Chen, Yu Ting, Anderson, Jason, Wickerson, John, Constantinides, George A.

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Digit Stability Inference for Iterative Methods Using Redundant Number Representation von Li, He, McInerney, Ian, Davis, James J., Constantinides, George A.

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architect: Arbitrary-Precision Hardware With Digit Elision for Efficient Iterative Compute von Li, He, Davis, James J., Wickerson, John, Constantinides, George A.

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