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Massoud Pedram

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Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware

Feb 27, 2024
Mustafa Altay Karamuftuoglu, Beyza Zeynep Ucpinar, Arash Fayyazi, Sasan Razmkhah, Mehdi Kamal, Massoud Pedram

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Memory-Efficient Vision Transformers: An Activation-Aware Mixed-Rank Compression Strategy

Feb 08, 2024
Seyedarmin Azizi, Mahdi Nazemi, Massoud Pedram

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Low-Precision Mixed-Computation Models for Inference on Edge

Dec 03, 2023
Seyedarmin Azizi, Mahdi Nazemi, Mehdi Kamal, Massoud Pedram

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An On-Chip Trainable Neuron Circuit for SFQ-Based Spiking Neural Networks

Oct 11, 2023
Beyza Zeynep Ucpinar, Mustafa Altay Karamuftuoglu, Sasan Razmkhah, Massoud Pedram

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Sensitivity-Aware Mixed-Precision Quantization and Width Optimization of Deep Neural Networks Through Cluster-Based Tree-Structured Parzen Estimation

Aug 16, 2023
Seyedarmin Azizi, Mahdi Nazemi, Arash Fayyazi, Massoud Pedram

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Brain Tumor Detection using Convolutional Neural Networks with Skip Connections

Jul 14, 2023
Aupam Hamran, Marzieh Vaeztourshizi, Amirhossein Esmaili, Massoud Pedram

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SNT: Sharpness-Minimizing Network Transformation for Fast Compression-friendly Pretraining

May 08, 2023
Jung Hwan Heo, Seyedarmin Azizi, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram

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A Fast Training-Free Compression Framework for Vision Transformers

Mar 04, 2023
Jung Hwan Heo, Arash Fayyazi, Mahdi Nazemi, Massoud Pedram

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