Science · 2004 · 170 citations · 17 references
Life SciencesNeurobiologyNeuroscienceNeurophysiologySensory NeuroscienceSystems NeuroscienceMultisensory IntegrationNeural CodingNeuroethologySensory IntegrationSensory System ModelingSensory SystemsNeural Encoding Of Sensory SignalsNeuron DynamicsSpike Train CodingSpike Train DynamicsTactile CodingTemporal CodingTemporal Coding In Sensory SystemsWhisker-based Sensation
The ability of rats to use their whiskers for fine tactile discrimination rivals that of humans using their fingertips. Rats perform discriminations rapidly and accurately while palpating the environment with their whiskers. This suggests that whisker deflections produce a robust and reliable neural code. Whisker primary afferents respond with highly reproducible temporal spike patterns to transient stimuli. Here we show that, with the use of a linear kernel, any of these reproducible response trains recorded from an individual neuron can reliably predict complex whisker deflections. These predictions are significantly improved by integrating responses from neurons with opposite angular preferences.
17
Sparse Coding and Decorrelation in Primary Visual Cortex During Natural Vision
W. Vinje, Jack L. Gallant · Science · 2000 · 1.3K citations
Biometric analyses of vibrissal tactile discrimination in the rat
GE Carvell, DJ Simons · Journal of Neuroscience · 1990 · 821 citations · Full text
Life Sciences, Neuroscience, Zoology +16
Reproducibility and Variability in Neural Spike Trains
Rob R. de Ruyter van Steveninck, Geoffrey D. Lewen, Steven Strong et al. · Science · 1997 · 731 citations