Real-time multicompartment Hodgkin-Huxley neuron emulation on SoC FPGA - presented by Pr Timothée Levi

Real-time multicompartment Hodgkin-Huxley neuron emulation on SoC FPGA

Pr Timothée Levi

Pr Timothée Levi
Slide at 18:23
Timothee BioemuS/M - Monitoring Membrane potentials On-board saving via Host computer KR260 Carrier board Setup Ethernet forwarding K26 SOM Processing system (PS) via DMA Ethernet Canonical Ubuntu 22.04 Userspace Spikes C++ Application Scope via DAC output Monitoring Waves Kernel dma proxy driver Spikes Wi-Fi AXI DMA ESP32 SNN HH Scope On-board saving via Spikes Calculation core Spike monitoring Waves Waves monitoring Programmable logic (PL) Ethernet forwarding via DMA Wi-Fi forwarding via ESP32
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Summary (AI generated)

Resources in an FPGA are primarily used for synapses, as there are over a million of them. This allows for ample space for memory. However, the logic part only utilizes around 15% of the FPGA.