8 citations · 10 across the 3 of their papers we have counts for
3 papers
Spatially-Coupled Neural Network Architectures
Arman Hasanzadeh, Nagaraj T. Janakiraman, Vamsi K. Amalladinne +1
In this work, we leverage advances in sparse coding techniques to reduce the number of trainable parameters in a fully connected neural network. While most of the works in literatu…
Sub-string/Pattern Matching in Sub-linear Time Using a Sparse Fourier Transform Approach
Nagaraj T. Janakiraman, Avinash Vem, Krishna R. Narayanan +1
We consider the problem of querying a string (or, a database) of length bits to determine all the locations where a substring (query) of length appears either exactly or is…
Group Testing using left-and-right-regular sparse-graph codes
Avinash Vem, Nagaraj T. Janakiraman, Krishna R. Narayanan
We consider the problem of non-adaptive group testing of items out of which or less items are known to be defective. We propose a testing scheme based on left-and-right-reg…