Browsing by Author "Çiçek, İhsan"

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Hardware Acceleration of FIR Filter Implementation on ZYNQ SoC

Tatar, Güney; Bayar, Salih; Çiçek, İhsan (IEEE, 2022)

Finite impulse response (FIR) filters are widely used in electronic design applications such as digital signal processing, image processing and digital communications. The demand for high performance is increasing ...
Performance Evaluation of Low-Precision Quantized LeNet and ConvNet Neural Networks

Tatar, Güner; Bayar, Salih; Çiçek, İhsan (IEEE, 2022)

Low-precision neural network models are crucial for reducing the memory footprint and computational density. However, existing methods must have an average of 32-bit floatingpoint (FP32) arithmetic to maintain the accuracy. ...