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Towards Robust Approximate Computing
Many classes of applications exhibit significant tolerance to inaccuracies in their computations. Some examples include image processing, multimedia applications, and machine learning. These inaccuracies can be exploited ...
Enabling CAD Support for the Field Programmable Transistor Array
This thesis concerns the development and verification of a CAD flow for a Field Programmable Transistor Array, that eases the task of creating and implementing a bit stream for the FPTA. The CAD flow takes in the behavioral ...
An FPGA Implementation of Stochastic Computing-Based LSTM
As a special type of recurrent neural networks (RNN), Long Short Term Memory (LSTM) is capable of processing sequential data with a great improvement in accuracy, and is widely applied in image/video recognition and ...
Transistor-Level Programmable Fabric
We introduce a CMOS computational fabric consisting of carefully arranged regular rows and columns of transistors which can be individually configured and appropriately interconnected in order to implement a target digital ...