Search Results - "Vaziri, Mobin"

Low-Cost and Hardware Efficient Implementation of Pooling Layers for Stochastic CNN Accelerators by Vaziri, Mobin, Jahanirad, Hadi

“…With the astonishing achievements of Convolutional Neural Network (CNN) accelerators in real-time applications, the deployment of CNNs on hardware has become…”
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Highly Efficient Implementation of Chaotic Systems Utilizing High-Level Synthesis Tools by Vaziri, Mobin, Jahanirad, Hadi

“…Nowadays, the application of chaotic systems in digital image encryption received considerable attention. Since these systems have non-linear and complex…”
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Accuracy-Aware Low-Complexity Deep Learning Models for Automatic Modulation Recognition by Vaziri, Mobin, Vakili, Shervin, Langlois, J.M. Pierre

“…This paper explores the design of Deep Learning (DL) models for Automatic Modulation Recognition (AMR) in wireless communications. The primary goal is to…”
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Robustness Scan of Digital Circuits Using Convolutional Neural Networks by Vaziri, Mobin, Rahimifar, Mohammad Mehdi, Jahanirad, Hadi

“…Hardware Trojan (HT) is a crucial problem in the integrated circuits and digital systems industry, which has many malicious impacts on circuits such as…”
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An Enhanced Chaotic System Based Color Image Encryption using DNA Encoding by Vaziri, Mobin, Rahimifar, Mohammad Mehdi, Jahanirad, Hadi

“…Transferring data, particularly digital images, over unsecured communication channels has overgrown in the past years. Digital images such as medical images…”
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Fast and Low-Cost Approximate Multiplier for FPGAs using Dynamic Reconfiguration by Vakili, Shervin, Vaziri, Mobin, Zarei, Amirhossein, Langlois, J. M. Pierre

“…Multipliers are widely-used arithmetic operators in digital signal processing and machine learning circuits. Due to their relatively high complexity, they can…”
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HENNC: Hardware Engine for Artificial Neural Network-based Chaotic Oscillators by Vaziri, Mobin, Vakili, Shervin, Rahimifar, M. Mehdi, Langlois, J. M. Pierre

“…This letter introduces a framework for the automatic generation of hardware cores for Artificial Neural Network (ANN)-based chaotic oscillators. The framework…”
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