Suchergebnisse - "Pehlevan, Cengiz"

PubPharm (58)

31

Blind Bounded Source Separation Using Neural Networks with Local Learning Rules

enthalten in: arXiv.org | 2020

von Erdogan, A. | Pehlevan, C.

32

Contrastive Similarity Matching for Supervised Learning

enthalten in: arXiv.org | 2020

von Qin, S. | Mudur, N. | Pehlevan, C.

33

Neurons as Canonical Correlation Analyzers

enthalten in: Frontiers in computational neuroscience | 2020

von Pehlevan, C. | Zhao, X. | Sengupta, A. | +1

34

Neuroscience-inspired online unsupervised learning algorithms

enthalten in: arXiv.org | 2019

von Pehlevan, C. | Chklovskii, D.

35

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

enthalten in: bioRxiv.org | 2019

von Sengupta, A. | Tepper, M. | Pehlevan, C. | +2

36

A clustering neural network model of insect olfaction

enthalten in: bioRxiv.org | 2019

von Pehlevan, C. | Genkin, A. | Chklovskii, D.

37

A Spiking Neural Network with Local Learning Rules Derived From Nonnegative Similarity Matching

enthalten in: arXiv.org | 2019

von Pehlevan, C.

38

Biologically Plausible Online Principal Component Analysis Without Recurrent Neural Dynamics

enthalten in: arXiv.org | 2018

von Minden, V. | Pehlevan, C. | Chklovskii, D.

39

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

enthalten in: Nature communications | 2018

von Pehlevan, C. | Ali, F. | Ölveczky, B.

40

Why Do Similarity Matching Objectives Lead to Hebbian/Anti-Hebbian Networks?

enthalten in: Neural computation | 2018

von Pehlevan, C. | Sengupta, A. | Chklovskii, D.