1 citations · 1 across the 4 of their papers we have counts for
4 papers
Nearest Neighbor Representations of Neural Circuits
Kordag Mehmet Kilic, Jin Sima, Jehoshua Bruck
Neural networks successfully capture the computational power of the human brain for many tasks. Similarly inspired by the brain architecture, Nearest Neighbor (NN) representations…
Nearest Neighbor Representations of Neurons
Kordag Mehmet Kilic, Jin Sima, Jehoshua Bruck
The Nearest Neighbor (NN) Representation is an emerging computational model that is inspired by the brain. We study the complexity of representing a neuron (threshold function) usi…
On the Information Capacity of Nearest Neighbor Representations
Kordag Mehmet Kilic, Jin Sima, Jehoshua Bruck
The has a distinction between computation and memory. In contrast, the brain has an integrated architecture where computation and memor…
On Algebraic Constructions of Neural Networks with Small Weights
Kordag Mehmet Kilic, Jin Sima, Jehoshua Bruck
Neural gates compute functions based on weighted sums of the input variables. The expressive power of neural gates (number of distinct functions it can compute) depends on the weig…