3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 3 cited
TeLU Activation Function for Fast and Stable Deep Learning
Alfredo Fernandez, Ankur Mali
We propose the Hyperbolic Tangent Exponential Linear Unit (TeLU), a neural network hidden activation function defined as TeLU(x)=xtanh(exp(x)). TeLU's design is grounded in the cor…
cs.CL2024
Exploring Learnability in Memory-Augmented Recurrent Neural Networks: Precision, Stability, and Empirical Insights
Shrabon Das, Ankur Mali
This study explores the learnability of memory-less and memory-augmented RNNs, which are theoretically equivalent to Pushdown Automata. Empirical results show that these models oft…