1 citations · 2 across the 7 of their papers we have counts for
8 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…
Error Correction for DNA Storage
Jin Sima, Netanel Raviv, Moshe Schwartz +1
DNA-based storage is an emerging storage technology that provides high information density and long duration. Due to the physical constraints in the reading and writing processes,…
Robust Indexing for the Sliced Channel: Almost Optimal Codes for Substitutions and Deletions
Jin Sima, Netanel Raviv, Jehoshua Bruck
Encoding data as a set of unordered strings is receiving great attention as it captures one of the basic features of DNA storage systems. However, the challenge of constructing opt…
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…
Correcting Deletions and Insertions in Racetrack Memory
Jin Sima, Jehoshua Bruck
One of the main challenges in developing racetrack memory systems is the limited precision in controlling the track shifts, that in turn affects the reliability of reading and writ…
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…
Iterative Programming of Noisy Memory Cells
Michal Horovitz, Eitan Yaakobi, Eyal En Gad +1
In this paper, we study a model, which was first presented by Bunte and Lapidoth, that mimics the programming operation of memory cells. Under this paradigm we assume that cells ar…