Associative memory in networks of spiking neurons

Neural Networks

Volumn 14, Issue 6-7, 2001, Pages 825-834

  Sommer, Friedrich T ^a   Wennekers, Thomas ^b  

^a UNIVERSITY OF ULM   (Germany)

^b MAX PLANCK INSTITUTE FOR MATHEMATICS IN THE SCIENCES   (Germany)

Author keywords

Compartment neuron model; Gamma oscillations; Long term memory; Sparse associative memory

Indexed keywords

CELLS; COMPUTER SIMULATION; NEUROLOGY; SHAPE MEMORY EFFECT;

NEURONS;

NEURAL NETWORKS;

ARTICLE; ASSOCIATIVE MEMORY; BRAIN DEPTH STIMULATION; BRAIN NERVE CELL; CELL ACTIVITY; COMPARTMENT MODEL; LEARNING; NERVE CELL NETWORK; PRIORITY JOURNAL; SIMULATION; SPIKE; STIMULUS RESPONSE; SYNAPTIC INHIBITION; SYNAPTIC TRANSMISSION;

ACTION POTENTIALS; ANIMALS; BIOLOGICAL CLOCKS; CEREBRAL CORTEX; CORTICAL SYNCHRONIZATION; HUMANS; MEMORY; MODELS, NEUROLOGICAL; NERVE NET; NEURONS; SYNAPTIC TRANSMISSION;

EID: 0034755818     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(01)00064-8     Document Type: Article

References (21)

1. The Hebbian paradigm reintegrated: Local reverberations as internal representations
2. A model of cortical associative memory based on a horizontal network of connected columns
3. A search for the optimal thresholding sequence in an associative memory
4. Theta/gamma networks with slow NMDA channels learn sequences and encode episodic memory: Role of NMDA channels in recall
5. Physiologically realistic formation of autoassociative memory in networks with theta/gamma oscillations: Role of fast NMDA channels
6. Modelling Hebbian cell assemblies comprised of cortical neurons
7. Neuromodulatory control of hippocampal function: Towards a model of Alzheimer's disease
8. Synaptic depression: A key player in the cortical balancing act
9. Associative data storage and retrieval in neural networks
10. Intrinsic and network rhythmogenesis in a reduced Traub model for CA3 neurons
11. Iterative retrieval of sparsely coded associative memory patterns
12. Improved bi-directional retrieval of sparse patterns stored by Hebbian learning
13. Modeling studies on the computational function of fast temporal structure in cortical circuit activity
14. Associative memory in a pair of cortical cell groups with reciprocal connections
15. A model of a CA3 hippocampal pyramidal neuron in cooperating voltage-clamp data in intrinsic conductances
16. On the relation between neural modeling and experimental neuroscience
17. Cell assemblies, associative memory and temporal structure in brain signals
18. Iterative retrieval in associative memories by threshold control of different neural models
19. Synchronized oscillations in interneuron networks driven by metabotropic glutamate receptor activation
20. Non-holographic associative memory