List of works - Cengiz Pehlevan

A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data. ⬇️

scientific article published on 14 May 2015

A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks ⬇️

A neuron as a signal processing device

scholarly article published November 2013

Acute off-target effects of neural circuit manipulations

scientific article published on 9 December 2015

Blind Nonnegative Source Separation Using Biological Neural Networks.

scientific article published on 04 August 2017

Flexibility in motor timing constrains the topology and dynamics of pattern generator circuits.

scientific article published on 6 March 2018

Integrative neuromechanics of crawling in D. melanogaster larvae.

scientific article published on 25 July 2016

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks ⬇️

Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons ⬇️

scientific article published in November 2020

Neurons as Canonical Correlation Analyzers

scientific article published on 30 June 2020

On exact statistics and classification of ergodic systems of integer dimension

scientific article published in June 2014

On the asymptotics of the Hopf characteristic function

scientific article published on 01 September 2012

Selectivity and sparseness in randomly connected balanced networks.

scientific article

Statistical structure of the trial-to-trial timing variability in synfire chains

scientific article published on 01 November 2020

Structured and Deep Similarity Matching via Structured and Deep Hebbian Networks ⬇️

scientific article published in January 2019

The basal ganglia is necessary for learning spectral, but not temporal, features of birdsong.