Author

Reza Ansari

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Preprint Aug 2026

A Time-Multiplexed Spiking Neural Network Accelerator with Pipelined Readout for FPGA Inference

Spiking Neural Networks (SNNs) provide a power-efficient neuromorphic alternative to traditional artificial neural networks by processing information through discrete temporal events. This paper presents the design and Field-Programmable Gate Array (FPGA) implementation of an inference-only SNN accelerator optimized fo...

Reza Ansari, Maciej Wielgosz · 0 citations