Now showing items 11-14 of 14
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 ...
In-Situ Implementation and Training of Convolutional Neural Network on FPGAs
The main objective of this thesis is to investigate the efficiency of in-situ trainable Convolutional Neural Networks (CNNs) on modern programmable System-on-Chip (SoC) Field Programmable Gate Arrays (FPGAs) composed of ...