A heterogeneous FPGA SoC integrates the open-source ReckOn recurrent SNN accelerator with X-HEEP RISC-V and Zynq ARM processors, validated for equivalent accuracy on classification tasks and online learning on Braille digits.
In: IEEE Workshop on Signal Processing Systems (SiPS)
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Heterogeneous SoC Integrating an Open-Source Recurrent SNN Accelerator for Neuromorphic Edge Computing on FPGA
A heterogeneous FPGA SoC integrates the open-source ReckOn recurrent SNN accelerator with X-HEEP RISC-V and Zynq ARM processors, validated for equivalent accuracy on classification tasks and online learning on Braille digits.