2 papers
cs.NE2026
Scalable Learning in Structured Recurrent Spiking Neural Networks without Backpropagation
Bo Tang, Weiwei Xie
Spiking Neural Networks (SNNs) provide a promising framework for energy-efficient and biologically grounded computation; however, scalable learning in deep recurrent architectures…
cs.CL2026
Transformers are Stateless Differentiable Neural Computers
Bo Tang, Weiwei Xie
Differentiable Neural Computers (DNCs) were introduced as recurrent architectures equipped with an addressable external memory supporting differentiable read and write operations.…