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PoET-BiN: Power Efficient Tiny Binary Neurons
A LUT access consumes far less power than the equivalent Multiply Accumulate operation it replaces, and the modified Decision Tree algorithm eliminates the need for memory accesses.
Memory Efficient Multi-Scale Line Detector Architecture for Retinal Blood Vessel Segmentation
This paper presents a memory efficient architecture that implements the Multi-Scale Line Detector (MSLD) algorithm for real-time retinal blood vessel detection in fundus images on a Zynq FPGA.
Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter
We show that a high accuracy approximation can be necessary in order to maintain the same DNN training and testing performances realized by the exact function.
Camera Intrinsic Blur Kernel Estimation: A Reliable Framework
This paper presents a reliable non-blind method to measure intrinsic lens blur.
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