Speck/DynapCNN# Overview DYNAP-CNN and SPECK Backend: dynapcnn Chip Resources Key Features The Basics TLDR; Model conversion to DYNAP-CNN core structure Layer conversion Parameter quantization Device selection List of devices currently recognized by samna Placement of layers on device cores Porting model to device Sending and receiving spikes Monitoring layer activity Advanced Under the hood The config object Memory constraints Attributes of interest Conversion between raster and spike streams Samna: The interface library to the chip Dangers Biases/Leak are not encouraged Event driven vs time-step based evaluation Spike generation function Dynapcnn Visualizer Introduction Available plots in samnagui Useful samna nodes for visualizing and Just-In-Time (JIT) compiled nodes. Dynapcnn Visualizer Specksim Introduction Setup Supported architecture Supported layers Input/Output How-to-use Drawbacks and possible questions Try it yourself FAQs Troubleshooting and Tips Chip Errata(Hardware Bugs) Available Network Architecture Available Operations Device Management Output Monitoring Save Samna Config As Binary How to add support for a new chip How To Leak The Neurons On The Devkit
