856 citations · 998 across the 4 of their papers we have counts for
4 papers
Accurate path integration in continuous attractor network models of grid cells
Yoram Burak, Ila R. Fiete
Grid cells in the rodent entorhinal cortex display strikingly regular firing responses to the animal's position in 2-D space, and have been hypothesized to form the neural substrat…
Do we understand the emergent dynamics of grid cell activity?
Yoram Burak, Ila R. Fiete
We examine the qualitative and quantitative properties of continuous attractor networks in explaining the dynamics of grid cells.
Triangular lattice neurons may implement an advanced numeral system to precisely encode rat position over large ranges
Yoram Burak, Ted Brookings, Ila Fiete
We argue by observation of the neural data that neurons in area dMEC of rats, which fire whenever the rat is on any vertex of a regular triangular lattice that tiles 2-d space, may…
Gradient learning in spiking neural networks by dynamic perturbation of conductances
Ila R. Fiete, H. Sebastian Seung
We present a method of estimating the gradient of an objective function with respect to the synaptic weights of a spiking neural network. The method works by measuring the fluctuat…