A spike based learning rule for generation of invariant representations

Journal of Physiology Paris

Volumn 94, Issue 5-6, 2000, Pages 539-548

  Körding, Konrad P ^a   König, Peter ^a  

^a Institute of Neuroinformatics Zurich   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; CONFERENCE PAPER; DENDRITE; HUMAN; LEARNING; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NONHUMAN; SIGNAL TRANSDUCTION; SPIKE WAVE; SYNAPTIC TRANSMISSION;

ACTION POTENTIALS; ANIMALS; BRAIN; LEARNING; MODELS, NEUROLOGICAL; NERVE NET; NEURONAL PLASTICITY; NEURONS; REACTION TIME; SYNAPSES;

EID: 0034488013     PISSN: 09284257     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0928-4257(00)01088-3     Document Type: Conference Paper

References (50)

1. Regenerative activity in apical dendrites of pyramidal cells in neocortex
2. Different voltage-dependent thresholds for inducing long-term depression and long-term potentiation in slices of rat visual cortex
3. Invariance and Neural Nets
4. Models of cortical self-organisation
5. Self-organizing neural network that discovers surfaces in random-dot stereograms
6. Amplification and linearization of distal synaptic input to cortical pyramidal cells
7. Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
8. View-invariant representations of familiar objects by neurons in the inferior temporal visual cortex
9. Somadendritic backpropagation of action potentials in cortical pyramidal cells of the awake rat
10. Synaptic physiology of horizontal afferents to layer I in slices of rat SI neocortex
11. Activity-dependent regulation of 'on' and 'off' responses in cat visual cortical receptive fields
12. Category learning through multimodality sensing
13. Homosynaptic long term depression in area CA1 of hippocampus and the effects on NMDA receptor blockade
14. Activity-dependent regulation of receptive field properties of cat area 17 by supervised Hebbian learning
15. Temporal covariance of postsynaptic membrane potential and synaptic input-role in synaptic efficacy in visual cortex
16. A neuronal learning rule for sub-millisecond temporal coding
17. Spatial maps for the control of movement
18. Pharmacological induction of use-dependent receptive field modifications in visual cortex
19. In vivo dendritic calcium dynamics in deep-layer cortical pyramidal neurons
20. Learning translation invariant recognition in a massively parallel network
21. Visually evoked calcium action potentials in cat striate coretex
22. Receptive Fields, binocular interaction and functional architecture in the cat's visual cortex
23. Active properties of neuronal dendrites
24. Contextually guided unsupervised learning using local multivariate binary processors
25. Hebbian learning and spiking neurons
26. How precise is neuronal synchronization?
27. Learning with two sites of synaptic integration
28. A new cellular mechanism for coupling inputs arriving at different cortical layers
29. Calcium electrogenesis in distal apical dendrites of layer 5 pyramidal cells at a critical frequency of back-propagating action potentials
30. A neural model of binocular integration and rivalry based on the coordination of action-potential timing in primary visual cortex
31. Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs
32. Synaptic plasticity and memory: An evaluation of the hypothesis
33. Synaptic integration in an excitable dendritic tree
34. The role of constraints in Hebbian learning
35. Viewer-centred and object-centred coding of heads in the macaque temporal cortex
36. In search of common foundations for cortical computation
37. The discovery of structure by multi-stream networks of local processors with contextual guidance
38. Postsynaptic bursting is essential for 'Hebbian' induction of associative long-term potentiation at excitatory synapses in rat hippocampus
39. Hierarchical models of object recognition in cortex
40. Neurophysiological mechanisms underlying face processing within and beyond the temporal cortical visual areas
41. Corticocortical connections in the visual system: Structure and function
42. Local and global gating of synaptic plasticity
43. Calcium action potentials restricted to distal apical dendrites of rat neocortical pyramidal neurons
44. Integrating bottom-up and top-down sensory processing by somato-dendritic interactions
45. Active propagation of somatic action potentials into neocortical pyramidal cell dendrites
46. Action potential initiation and propagation in rat neocortical pyramidal neurons
47. 2+]i changes in the dendrites of hippocampal CA1 pyramidal neurons
48. Homeostatic plasticity in neuronal networks: The more things change, the more they stay the same
49. Activity-dependent scaling of quantal amplitude in neocortical
50. The functional logic of cortical connections