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Creators/Authors contains: "Gomes, Wilfred"

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ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation

https://doi.org/10.1109/TVLSI.2024.3375111

Darabi, Nastaran; Hashem, Maeesha Binte; Pan, Hongyi; Cetin, Ahmet; Gomes, Wilfred; Trivedi, Amit Ranjan (January 2024, IEEE Transactions on Very Large Scale Integration (VLSI) Systems)

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Memory-Immersed Collaborative Digitization for Area-Efficient Compute-in-Memory Deep Learning

https://doi.org/10.1109/AICAS57966.2023.10168632

Nasrin, Shamma; Hashem, Maeesha Binte; Darabi, Nastaran; Parpillon, Benjamin; Fahim, Farah; Gomes, Wilfred; Trivedi, Amit Ranjan (June 2023, IEEE)

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MC-CIM: Compute-in-Memory With Monte-Carlo Dropouts for Bayesian Edge Intelligence

https://doi.org/10.1109/TCSI.2022.3224703

Shukla, Priyesh; Nasrin, Shamma; Darabi, Nastaran; Gomes, Wilfred; Trivedi, Amit Ranjan (February 2023, IEEE Transactions on Circuits and Systems I: Regular Papers)

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ENOS: Energy-Aware Network Operator Search in Deep Neural Networks

https://doi.org/10.1109/ACCESS.2022.3192515

Nasrin, Shamma; Shylendra, Ahish; Darabi, Nastaran; Tulabandhula, Theja; Gomes, Wilfred; Chakrabarty, Ankush; Trivedi, Amit Ranjan (January 2022, IEEE Access)

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MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators

https://doi.org/10.1109/TCSI.2021.3064033

Nasrin, Shamma; Badawi, Diaa; Cetin, Ahmet Enis; Gomes, Wilfred; Trivedi, Amit Ranjan (May 2021, IEEE Transactions on Circuits and Systems I: Regular Papers)

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