Essays about: "VLSI design thesis"
Showing result 1 - 5 of 16 essays containing the words VLSI design thesis.
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1. Exploiting Spatial Redundancy and Approximate Computing for Area Efficient Image Compression
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Owing to the intensive computation involved in the Discrete Cosine Transform during image com- pression, the design of the efficient hardware architectures for fast computation of the transform has become imperative, especially for real-time applications. Although fast computation techniques have been able to minimise the hardware computation complexity to a certain limit, they could further extend the research to figure out the interesting approaches which can be implemented on applications where power, speed and area are crucial factors to determine the performance of the system. READ MORE
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2. Mapping quantized convolutional layers on the SiLago platform
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Convolutional neural networks (CNNs) have been utilized in various applications, such as image classification, computer vision, etc. With development, the complexity and computation of CNNs also increase, which requires more memory and resources when deployed on devices, especially embedded systems. READ MORE
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3. Suitability of Dynamic Latches for Sub-VT Operation
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Suitability of Dynamic Latches for Sub-VT Operation Sina Borhani [email protected]. READ MORE
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4. ASIC implementation of LSTM neural network algorithm
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : LSTM neural networks have been used for speech recognition, image recognition and other artificial intelligence applications for many years. Most applications perform the LSTM algorithm and the required calculations on cloud computers. READ MORE
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5. Hardware Implementation of the Logarithm Function using Improved Parabolic Synthesis
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : This thesis presents a design that approximates the fractional part of the based two logarithm function by using Improved Parabolic Synthesis including its CMOS VLSI implementations. Improved Parabolic Synthesis is a novel methodology in favor of implementing unary functions e.g. trigonometric, logarithm, square root etc. READ MORE
