Neuromodulation and plasticity in an autonomous robot

Neural Networks

Volumn 15, Issue 4-6, 2002, Pages 761-774

  Sporns, Olaf ^a   Alexander, William H ^a  

^a INDIANA UNIVERSITY   (United States)

Author keywords

Adaptive systems; Biorobotics; Dopamine; Learning; Reinforcement learning; Reward conditioning; Temporal difference learning; Value systems

Indexed keywords

BRAIN; COMPUTER SIMULATION; ROBOT LEARNING; ROBOTS;

NEUROMODULATION;

NEURAL NETWORKS;

ARTICLE; AVERSIVE BEHAVIOR; COMPUTER MODEL; CONDITIONED REFLEX; LEARNING; NERVE CELL PLASTICITY; NEUROMODULATION; PRIORITY JOURNAL; REWARD; ROBOTICS; SIMULATION; SYNAPSE; TASTE; BIOLOGICAL MODEL; INSTRUMENTATION; METHODOLOGY; PHYSIOLOGY;

MODELS, NEUROLOGICAL; NEURONAL PLASTICITY; NEUROTRANSMITTERS; ROBOTICS; NEUROTRANSMITTER AGENTS;

AGENTS INTERACTING WITH TRANSMITTER, HORMONE OR DRUG RECEPTORS;

EID: 0036592036     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(02)00062-X     Document Type: Article

References (38)

1. Behavioral constraints in the development of neuronal properties: A cortical model embedded in a real world device
2. Discharge of noradrenergic locus coeruleus neurons in behaving rats and monkeys suggests a role in vigilance
3. Conditioned responses of monkey locus coeruleus neurons anticipate acquisition of discriminative behavior in a vigilance task
4. Locus coeruleus neurons in the monkey are selectively activated by attended cues in a vigilance task
5. A physiological basis for a theory of synaptic modification
6. Modulation of visual cortical plasticity by acetylcholine and noradrenaline
7. Theory for the development of neuron selectivity: Orientation selectivity and binocular interaction in visual cortex
8. Metalearning, neuromodulation, and emotion
9. Synthetic neural modeling applied to a real-world artifact
10. Computational models of neuromodulation
11. Value-dependent selection in the brain: Simulation in a synthetic neural model
12. Neuromodulation and cortical function: Modeling the physiological basis of behavior
13. Cholinergic modulation of activity-dependent synaptic plasticity in rat piriform cortex
14. Noradrenergic suppression of synaptic transmission may influence cortical signal-to-noise ratio
15. Neuromodulation in mammalian nervous systems
16. Single unit activity of locus coeruleus neurons in behaving animals
17. Experience-dependent perceptual categorization in a behaving real-world device
18. Responses of monkey dopamine neurons during learning of behavioral reactions
19. A framework for mesencephalic dopamine systems based on predictive hebbian learning
20. Learning and evolution
21. The ascending neuromodulatory systems in learning by reinforcement: Comparing computational conjectures with experimental findings
22. Is the short-latency dopamine response too short to signal reward error?
23. Registration of neural maps through value-dependent learning: Modeling the alignment of auditory and visual maps in the barn owl's optic tectum
24. Robot learning
25. Categorization in a real-world agent using haptic exploration and active perception
26. Predictive reward signal of dopamine neurons
27. A neural substrate of prediction and reward
28. A network model of catecholamine effects: Gain, signal-to-noise ratio, and behavior
29. The new wave in robot learning
30. Embodied cognition
31. Plasticity in value systems and its role in adaptive behavior
32. TD models of reward predictive responses in dopamine neurons
33. Temporal difference model reproduces anticipatory neural activity
34. Time derivative models of Pavlovian reinforcement
35. Operand conditioning in skinnerbots
36. Multilevel analysis of a behaving real world artifact: An illustration of synthetic neural modeling
37. Autonomous mental development by robots and animals