User profiles for I. R. Fiete

Ila Fiete

Professor of Brain and Cognitive Sciences, MIT
Verified email at mit.edu
Cited by 4888

Attractor and integrator networks in the brain

M Khona, IR Fiete - Nature Reviews Neuroscience, 2022 - nature.com
In this Review, we describe the singular success of attractor neural network models in
describing how the brain maintains persistent activity states for working memory, corrects errors …

Grid cells: the position code, neural network models of activity, and the problem of learning

PE Welinder, Y Burak, IR Fiete - Hippocampus, 2008 - Wiley Online Library
… Based on simulation results on the dynamics of aperiodic networks (Burak and Fiete, 2006;
Burak and Fiete, 2008), we know that an aperiodic network is prone to rotation, even when …

[HTML][HTML] Accurate path integration in continuous attractor network models of grid cells

Y Burak, IR Fiete - PLoS computational biology, 2009 - journals.plos.org
Grid cells in the rat entorhinal cortex display strikingly regular firing responses to the animal's
position in 2-D space and have been hypothesized to form the neural substrate for dead-…

What grid cells convey about rat location

IR Fiete, Y Burak, T Brookings - Journal of Neuroscience, 2008 - Soc Neuroscience
… if the number of cells within a lattice is reduced (Burak and Fiete, 2006, 2007) (Y. Burak
and IR Fiete, unpublished observations). Although capacity considerations may drive neural …

[PDF][PDF] Spike-time-dependent plasticity and heterosynaptic competition organize networks to produce long scale-free sequences of neural activity

IR Fiete, W Senn, CZH Wang, RHR Hahnloser - Neuron, 2010 - cell.com
Sequential neural activity patterns are as ubiquitous as the outputs they drive, which include
motor gestures and sequential cognitive processes. Neural sequences are long, compared …

Specific evidence of low-dimensional continuous attractor dynamics in grid cells

…, C Barry, R Hayman, N Burgess, IR Fiete - Nature …, 2013 - nature.com
We examined simultaneously recorded spikes from multiple rat grid cells, to explain mechanisms
underlying their activity. Among grid cells with similar spatial periods, the population …

Neurotensin orchestrates valence assignment in the amygdala

…, KM McCullough, R Wichmann, KJ Ressler, IR Fiete… - Nature, 2022 - nature.com
… To allow freezing quantification to the tone an infrared LED was toggled for the period of the
tone for synchronizing the video to the tones. A period of acclimation lasting 3 min preceded …

Cortical ensembles orchestrate social competition through hypothalamic outputs

…, FH Taschbach, GA Matthews, JP Curley, IR Fiete… - Nature, 2022 - nature.com
Most social species self-organize into dominance hierarchies 1 , 2 , which decreases
aggression and conserves energy 3 , 4 , but it is not clear how individuals know their social rank. …

Model of birdsong learning based on gradient estimation by dynamic perturbation of neural conductances

IR Fiete, MS Fee, HS Seung - Journal of neurophysiology, 2007 - journals.physiology.org
We propose a model of songbird learning that focuses on avian brain areas HVC and RA,
involved in song production, and area LMAN, important for generating song variability. …

Gradient learning in spiking neural networks by dynamic perturbation of conductances

IR Fiete, HS Seung - Physical review letters, 2006 - APS
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 fluctuations …