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- W1972987194 abstract "Neural representation is pivotal in neuroscience. Yet, the large number and variance of underlying determinants make it difficult to distinguish general physiologic constraints on representation. Here we offer a general approach to the issue, enabling a systematic and well controlled experimental analysis of constraints and tradeoffs, imposed by the physiology of neuronal populations, on plausible representation schemes. Using <i>in vitro</i> networks of rat cortical neurons as a model system, we compared the efficacy of different kinds of “neural codes” to represent both spatial and temporal input features. Two rate-based representation schemes and two time-based representation schemes were considered. Our results indicate that, by large, all representation schemes perform well in the various discrimination tasks tested, indicating the inherent redundancy in neural population activity; Nevertheless, differences in representation efficacy are identified when unique aspects of input features are considered. We discuss these differences in the context of neural population dynamics." @default.
- W1972987194 created "2016-06-24" @default.
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- W1972987194 date "2010-07-14" @default.
- W1972987194 modified "2023-10-01" @default.
- W1972987194 title "Tradeoffs and Constraints on Neural Representation in Networks of Cortical Neurons" @default.
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- W1972987194 doi "https://doi.org/10.1523/jneurosci.0661-10.2010" @default.
- W1972987194 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6632453" @default.
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