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DEF: Differential Encoding of Featuremaps for Low Power Convolutional Neural Network Accelerators
Asia and South Pacific Design Automation Conference, 2021As the need for the deployment of Deep Learning applications on edge-based devices becomes ever increasingly prominent, power consumption starts to become a limiting factor on the performance that can be achieved by the computational platforms.
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Differential encoding of place value between the dorsal and intermediate hippocampus.
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Variable Length Differential Encoding for Real-Time Status Updates
IEEE Communications Letters, 2021Timely reception of information is of utmost importance in many cyber-physical systems. We study timely status update schemes for a single source. We consider a scheme which exploits the temporal correlation in source messages to send differential ...
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Age-optimal Transmission Policy for Markov Source with Differential Encoding
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Fixed Length Differential Encoding for Real-Time Status Updates
IEEE Transactions on Communications, 2019We consider the status updates of a physical process over an unreliable channel. In this setting, one may not be able to reliably transmit the current state at all times. Instead, one is interested in the timeliness of the accurately received information.
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Image ciphering algorithm based on novel ICMM and modified differential encoding
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Differential Encoding Scheme for Low Variation Data Suitable for WSNs
2024 International Conference on Electronics, Computing, Communication and Control Technology (ICECCC)There are various digital encoding schemes like PCM, DPCM, Delta and Adaptive delta. All of these techniques reduce the redundancies in one way or the other.
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Image encryption model based on novel magic square with differential encoding and chaotic map
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