Convergence Resistant, Continuous Learning, Spiking Neural Network Architecture
r/singularity
•
Machine Learning
AI Research
🎓 CONTINUAL LEARNING SESSION FINISHED Final Cognitive Map Mastery: - Digit_0: 100.0% - Digit_1: 100.0% - Digit_2: 95.0% - Digit_3: 95.0% - Digit_4: 100.0% - Digit_5: 95.0% - Digit_6: 0.0% - Digit_7: 100.0% - Digit_8: 100.0% - Digit_9: 100.0% Total Energy Cost (Spikes Fired): 358454.0 After 15 passes with 500 steps I got 100% on 5 samples from mnist with 97-99% confidence. The basic idea is this: It's a spiking neural network basically updating the weights in real time, but unlearning bad concepts and ignoring non crucial information that would contradict with valuable information.