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q-bio.NC2024★ 1 cited
Heterogeneous quantization regularizes spiking neural network activity
Roy Moyal, Kyrus R. Mama, Matthew Einhorn +2
The learning and recognition of object features from unregulated input has been a longstanding challenge for artificial intelligence systems. Brains are adept at learning stable re…
cs.AI2024
Learning Using a Single Forward Pass
Aditya Somasundaram, Pushkal Mishra, Ayon Borthakur
We propose a learning algorithm to overcome the limitations of traditional backpropagation in resource-constrained environments: Solo Pass Embedded Learning Algorithm (SPELA). SPEL…