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TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems


Apr 23, 2023
Maurus Item, Juan G贸mez-Luna, Yuxin Guo, Geraldo F. Oliveira, Mohammad Sadrosadati, Onur Mutlu

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* Our open-source software is available at https://github.com/CMU-SAFARI/transpimlib 

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RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs


Jan 15, 2023
Andr茅 Santos, Jo茫o Dinis Ferreira, Onur Mutlu, Gabriel Falcao

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* 17 pages, 4 figures, 14 tables 

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TargetCall: Eliminating the Wasted Computation in Basecalling via Pre-Basecalling Filtering


Dec 09, 2022
Meryem Banu Cavlak, Gagandeep Singh, Mohammed Alser, Can Firtina, Jo毛l Lindegger, Mohammad Sadrosadati, Nika Mansouri Ghiasi, Can Alkan, Onur Mutlu

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NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators


Nov 10, 2022
Aditya Manglik, Minesh Patel, Haiyu Mao, Behzad Salami, Jisung Park, Lois Orosa, Onur Mutlu

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* 11 pages and 11 figures 

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Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the Cloud


Sep 19, 2022
Geraldo F. Oliveira, Juan G贸mez-Luna, Saugata Ghose, Amirali Boroumand, Onur Mutlu

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* This is an extended and updated version of a paper published in IEEE Micro, pp. 1-14, 29 Aug. 2022. arXiv admin note: text overlap with arXiv:2109.14320 

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LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning


Aug 22, 2022
Gagandeep Singh, Dionysios Diamantopoulos, Juan G贸mez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu

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ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis


Jul 20, 2022
Can Firtina, Kamlesh Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie Kim, Taha Shahroodi, Meryem Banu Cavlak, Joel Lindegger, Mohammed Alser, Juan G贸mez Luna, Sreenivas Subramoney, Onur Mutlu

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An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System


Jul 16, 2022
Juan G贸mez-Luna, Yuxin Guo, Sylvan Brocard, Julien Legriel, Remy Cimadomo, Geraldo F. Oliveira, Gagandeep Singh, Onur Mutlu

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