Imaging circuitry may include circuits for implementing charge mode feature extraction in the analog domain. The imaging circuitry may include pixels configured to generate pixel values. The pixel values may then be weighted using adjustable weighting circuits to generate corresponding weighted pixel values. The weighted pixels values may then be combined to obtain an output neuron voltage for at least one layer in a neural network. The output neuron voltage may be stored in idle pixels, may be combined with other weighted pixel values, and may be otherwise manipulated prior to being processed in the digital domain. Performing feature extraction in the analog domain for each layer of results in the neural network saves power and area by avoiding the need to move data around to conventional digital memories.
IMAGING SYSTEMS AND METHODS FOR PERFORMING ANALOG DOMAIN REGIONAL PIXEL LEVEL FEATURE EXTRACTION