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cs.AR2023
Swordfish: A Framework for Evaluating Deep Neural Network-based Basecalling using Computation-In-Memory with Non-Ideal Memristors
Taha Shahroodi, Gagandeep Singh, Mahdi Zahedi +6
Basecalling, an essential step in many genome analysis studies, relies on large Deep Neural Networks (DNNs) to achieve high accuracy. Unfortunately, these DNNs are computationally…
cs.AR2022
Demeter: A Fast and Energy-Efficient Food Profiler using Hyperdimensional Computing in Memory
Taha Shahroodi, Mahdi Zahedi, Can Firtina +4
Food profiling is an essential step in any food monitoring system needed to prevent health risks and potential frauds in the food industry. Significant improvements in sequencing t…