Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 9 of 9 for “"multiply and accumulate"”.
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Analog multiply and accumulate FPA readout circuit with digital multiply and sign maintenance
The high bandwidth and power needed to process the data coming from modern high resolution focal plane arrays leads to the necessity for fast and efficient read out and data processing. A system that performs block recognition and image classification with efficiency and low latency is presented. …
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High speed DSP implementation in run-time partially reconfigurable FPGAs
… the design, implementation, simulation, and benchmarking of a five-socket modular DSP architecture and compares the results to the performance of alternative digital signal processing methods, particularly that of software DSP subroutines run on a PowerPC processor. The result is a highly …
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Attojoule scale computation of large optical neural networks
The ultra-high bandwidth and low energy cost of modern photonics offers many opportunities for improving both speed and energy efficiency in classical information processing. Recently a new architecture has been proposed which allows for substantial energy reductions in matrix-matrix products by …
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All Analog CNN Accelerator with RRAMs for Fast Inference
As AI applications become more prevalent and powerful, the performance of deep learning neural network is more demanding. The need to enable fast and energy efficient circuits for computing deep neural networks is urgent. Most current research works propose dedicated hardware for data to reuse …
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Digital Signal Processing for the Canadian Hydrogen Intensity Mapping Experiment
… presents the design, development, operation, and performance of digital signal processing systems for the Canadian Hydrogen Intensity Mapping Experiment (CHIME) and its Pathfinder. CHIME is designed to investigate the behaviour of Dark Energy in order to constrain its physical mechanism; it …
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Towards Secure Machine Learning Acceleration: Threats and Defenses Across Algorithms, Architecture, and Circuits
… applications that process sensitive private data and make critical decisions, security concerns about user data and DNN models are growing. In particular, hardware-level vulnerabilities can be exploited to undermine the confidentiality and integrity required for those applications. However, …
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Drawing on identity
The focus of my work is to express aspects and constructs of identity through employing a physical drawing line. I view identity as a fragmented conglomerate influenced by one's personal experiences and interactions with social expectations. Through an analytical process of observation, I …
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IMPLEMENTATION OF A NOVEL INTEGRATED DISTRIBUTED ARITHMETIC AND COMPLEX BINARY NUMBER SYSTEM IN FAST FOURIER TRANSFORM ALGORITHM
… on a novel integrated approach for computing and representing complex numbers as a single entity without the use of any dedicated multiplier for calculating the fast Fourier transform algorithm (FFT), using the Distributed Arithmetic (DA) technique and Complex Binary Number Systems (CBNS). The …
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Methods and Applications for Low-power Deep Neural Networks on Edge Devices
L'abstract è presente nell'allegato / the abstract is in the attachment