Jlpea free fulltext energyefficient architecture for cnns. Generalized mesh and treebased fpga architectures are further improved by turning them into application specific fpgas. In heterogeneous treebased architecture clbs, ios and hbs are partitioned into a multilevel clustered structure where each cluster contains sub clusters and switch blocks allow to connect external signals to subclusters. Applicationspecific meshbased heterogeneous fpga architectures. This work initially presents a new treebased homogeneous asif and when compared to an equivalent treebased. Tree based heterogeneous fpga architectures, application. Treebased heterogeneous fpga architectures application. Energyefficient architecture for cnns inference on heterogeneous fpga. This type of architecture has been relatively unexplored despite their better performance and predictable routing behavior, as compared to meshbased fpga architectures. Treebased heterogeneous fpga architectures springerlink. A new datapathoriented treebased fpga architecture. Exploration environment for 3d heterogeneous treebased fpga architectures 3d ht fpga. This book presents a new fpga architecture known as treebased fpga architecture, due to its hierarchical nature. Lowpower image sensors and systems, lowpower microcontroller based systems, lowpower rf energy.
An application specific inflexible fpga asif is a modified fpga with reduced flexibility and improved density. A new heterogeneous treebased application specific fpga. Meshbased heterogeneous fpgas are commonly used in industry and academia due to their area, speed, and power benefits over their homogeneous. Request pdf tree based heterogeneous fpga architectures, application specific exploration and optimization this book presents a new fpga architecture known as treebased fpga architecture, due. This book presents a new fpga architecture known as treebased fpga.