The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 52 citations · 18 references
ComputingComputer ScienceArtificial IntelligenceMachine LearningNeural EngineeringNeural ModelingNeural NetworksNeuronal DynamicsPattern RecognitionSpeech RecognitionSpiking Neural NetworksComplex NetworksLiquid State MachinesParameter Space ExplorationPhoneme RecognitionSpatiotemporal Pattern RecognitionSpiking Network ArchitecturesSpiking Neural Network ModelsSpiking Neuron Models
The applicability of complex networks of spiking neurons as a general purpose machine learning technique remains open. Building on previous work using macroscopic exploration of the parameter space of an (artificial) neural microcircuit, we investigate the possibility of using a liquid state machine to solve two real-world problems: stockpile surveillance signal alignment and spoken phoneme recognition.
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Darpa Timit Acoustic-Phonetic Continuous Speech Corpus CD-ROM {TIMIT} | NIST
John S. Garofolo, Lori Lamel, William M. Fisher et al. · 1993 · 680 citations