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» Polychronization: Computation with Spikes
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IJCNN
2008
IEEE
14 years 2 months ago
Adaptation of barn owl localization system with spike timing dependent plasticity
— To localize a seen object, the superior colliculus of the barn owl integrates the visual and auditory localization cues which are accessed from the sensory system of the brain....
Juan Huo, Alan F. Murray, Leslie Smith, Zhijun Yan...
NIPS
2008
13 years 9 months ago
Extracting State Transition Dynamics from Multiple Spike Trains with Correlated Poisson HMM
Neural activity is non-stationary and varies across time. Hidden Markov Models (HMMs) have been used to track the state transition among quasi-stationary discrete neural states. W...
Kentaro Katahira, Jun Nishikawa, Kazuo Okanoya, Ma...
CORR
2008
Springer
135views Education» more  CORR 2008»
13 years 7 months ago
Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains
URL for the abstract in place of http://abstract.citation (the square brackets will take care of linking). Remember that we decided to omit the journal details from the list in fav...
P. S. Sastry, K. P. Unnikrishnan
JCNS
2008
58views more  JCNS 2008»
13 years 7 months ago
The role of synaptic facilitation in spike coincidence detection
Using a realistic model of activity dependent dynamical synapse, which includes both depressing and facilitating mechanisms, we study the conditions in which a postsynaptic neuron...
Jorge F. Mejías, Joaquín J. Torres
CVPR
2010
IEEE
14 years 4 months ago
Spike Train Driven Dynamical Models for Human Actions
We investigate dynamical models of human motion that can support both synthesis and analysis tasks. Unlike coarser discriminative models that work well when action classes are ...
Michalis Raptis, Kamil Wnuk , Stefano Soatto