4 citations · 9 across the 6 of their papers we have counts for
3 papers · 1 filter
A Non-Binary Associative Memory with Exponential Pattern Retrieval Capacity and Iterative Learning: Extended Results
Amir Hesam Salavati, K. Raj Kumar, Amin Shokrollahi
We consider the problem of neural association for a network of non-binary neurons. Here, the task is to first memorize a set of patterns using a network of neurons whose states ass…
Neural Networks Built from Unreliable Components
Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi +1
Recent advances in associative memory design through strutured pattern sets and graph-based inference algorithms have allowed the reliable learning and retrieval of an exponential…
Coupled Neural Associative Memories
Amin Karbasi, Amir Hesam Salavati, Amin Shokrollahi
We propose a novel architecture to design a neural associative memory that is capable of learning a large number of patterns and recalling them later in presence of noise. It is ba…