Digital design of a spatial-pow-STDP learning block with high accuracy utilizing pow CORDIC for large-scale image classifier spatiotemporal SNN - Bahrami, Mohammad Kazem; Nazari, Soheila (Scientific reports, 2024)
Keywords: 631/114/1305; 631/378/116; 631/378/1595; 631/378/2591; 631/378/3920; 639/166/985; 639/166/987; Accuracy; AMPA and GABA neurotransmitters; Bio-Inspired SNN; Cognitive ability; Energy efficiency; Firing pattern; Humanities and Social Sciences; Image classification; LIF neurons; multidisciplinary; Neural networks; Science; Science (multidisciplinary); Spatial discrimination learning; Spatial-Pow-STDP; Synapses; Training; Unsupervised learning; Bio-Inspired SNN; AMPA and GABA neurotransmitters; Exp CORDIC; LIF neurons; Spatial-Pow-STDP; Pow CORDIC; FPGA implementation; Ln CORDIC; Unsupervised learning; Image classification