Encoding and decoding time in neural development

Neural stochastic codes, encoding and decoding

Understanding brain function, constructing computational models and engineering neural prosthetics require assessing two problems, namely encoding and decoding, but their relation remains controversial. For decades, the encoding problem has been shown to provide insight into the decoding problem, for example, by upper bounding the decoded information. However, here we show that this need not be...

Encoding and Decoding of Neural Ensembles

One of the fundamental problems in neuroscience today is to understand how the activation of large populations of neurons give rise to the higher order functions of the brain including learning, memory, cognition, perception, action and ultimately conscious awareness. Electrophysiological recordings in behaving animals over the past forty years have revealed considerable information about what ...

Neural Morphological Analysis: Encoding-Decoding Canonical Segments

Canonical morphological segmentation aims to divide words into a sequence of standardized segments. In this work, we propose a character-based neural encoderdecoder model for this task. Additionally, we extend our model to include morphemelevel and lexical information through a neural reranker. We set the new state of the art for the task improving previous results by up to 21% accuracy. Our ex...

AREADNE 2010 Research in Encoding and Decoding of Neural Ensembles

AREADNE 2014 Research in Encoding and Decoding of Neural Ensembles

One of the fundamental problems in neuroscience today is to understand how the activation of large populations of neurons gives rise to the higher order functions of the brain including learning, memory, cognition, perception, action and ultimately conscious awareness. Electrop-hysiological recordings in behaving animals over the past forty years have revealed considerable information about wha...