Self-organization of orientation sensitive cells in the striate cortex

By Christoph von der Malsburg. 2004

884 citations recorded by the source corpus.

Subfields: Cellular and Molecular Neuroscience, Cognitive Neuroscience

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Citations in the corpus

Deep learning in neural networks: An overview (2014, background): “…simple NNs trained by SL (e.g., Narendra & Thathatchar, 1974; Rosenblatt, 1958, 1962; Widrow & Hoff, 1962) and UL (e.g., Grossberg, 1969; Kohonen, 1972; von der Malsburg, 1973; Willshaw & von der Malsburg, 1976), as well as closely related associative memories (e.g., Hopfield, 1982; Palm, 1980).”
The temporal paradox of Hebbian learning and homeostatic plasticity (2017, methodology): “In theoretical models, competition and stability are often achieved by augmenting Hebbian plasticity with additional constraints [3, 5, 7].”
Alias-Free Generative Adversarial Networks (2021, methodology): “Fulfilling the bandlimit constraint is another question — applying, e.g., ReLU in the continuous domain may introduce arbitrarily high frequencies that cannot be represented in the output.”
Self-organizing neural integration of pose-motion features for human action recognition (2015, background): “The visual system is composed of topographically arranged structures that organize according to environmental stimuli (Hubel and Wiesel, 1962; von der Malsburg, 1973; Hubel and Wiesel, 1977; Miikkulainen et al., 2005).”
Neural representations and mechanisms for the performance of simple speech sequences (2010, positive): “Learning rules that conserve total synaptic strength have been proposed elsewhere (Grossberg, 1976; von der Malsburg, 1973), and similar conservational principles have been observed empirically (Markram & Tsodyks, 1996).”
The spike timing dependence of plasticity (2012, background): “Others amended this idea to include weakening of ineffective synapses (Stent, 1973; von der Malsburg, 1973; Sejnowski, 1977; Bienenstock et al., 1982).”
The Transfer of Scientific Principles Using Concrete and Idealized Simulations (2005, background): “A well worked out example of this is the development of neurons in the primary visual cortex that are specialized to respond to visually presented lines with specific spatial orientations (von der Malsburg, 1973).”