Tejas KolheTACTICS TO DIRECTLY MAP CNN GRAPHS ON EMBEDDED FPGASConvolutional Neural Networks (CNNs) have become a standard for increasing the robustness and accuracy of machine vision systems…Apr 27, 2021Apr 27, 2021
Tejas KolheinVLSI for Neural Networks and Artificial IntelligenceBack-Propagation Learning Algorithms for Analog VLSI ImplementationThere are many VLSI implementations of Neural Networks in both digital and analog mode. The selection strongly depends on the application…Feb 28, 2021Feb 28, 2021
Tejas KolheinVLSI for Neural Networks and Artificial IntelligenceHigh-Performance CNN Accelerator on FPGA Using Unified Winograd-GEMM ArchitectureDeployment of CNNs on embedded systems with lower processing power and smaller power budget is a challenging task. Some recent studies in…Feb 17, 2021Feb 17, 2021
