Month: June 2021

Deep Neural Network Model on FPGA Part-2

Hardware Acceleration of Deep Neural Network Models on FPGA (Part 2 of 2)

While Part 1 (view here) of this 2-part blog series covered Deep Neural Networks and the different accelerators for implementing Deep Neural Network Models, Part 2 will talk about different Deep Learning Frameworks and hardware frameworks provided by FPGA Vendors. Deep Learning Frameworks: Deep learning framework can be considered as a tool or library that …

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Hardware Acceleration of Deep Neural Network Model on FPGA

Hardware Acceleration of Deep Neural Network Models on FPGA ( Part 1 of 2)

Artificial Intelligence has become all-pervasive, by finding applications in areas which seemed impossible earlier. Deep Learning, which is a subfield of Machine Learning, has become a state-of-the-art solution to all AI problems due to its high accuracy and efficiency. It helps in making real time decisions in applications like Advanced Driver Assistance Systems (ADAS), Robots, …

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