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作者:Teun van Gils , Paul H. E. Tiesinga , Bernhard Englitz ...
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1789-1824麻省理工大学出版社
摘要:Behavior is controlled by complex neural networks in which neurons process thousands of inputs. However, even short spike trains evoked in a single cortical neuron were demonstrated to be sufficient to influence behavior in vivo. Specifically, irregular sequences of interspi...
作者:Dorian Florescu , Daniel Coca
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1825-1852麻省理工大学出版社
摘要:There is extensive evidence that biological neural networks encode information in the precise timing of the spikes generated and transmitted by neurons, which offers several advantages over rate-based codes. Here we adopt a vector space formulation of spike train sequences and in...
作者:Ali Yousefi , Ishita Basu , Angelique C. Paulk ...
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1751-1788麻省理工大学出版社
摘要:Cognitive processes, such as learning and cognitive flexibility, are both difficult to measure and to sample continuously using objective tools because cognitive processes arise from distributed, high-dimensional neural activity. For both research and clinical applications, ...
作者:Hirokazu Kameoka , Li Li , Shota Inoue ...
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1891-1914麻省理工大学出版社
摘要:This letter proposes a multichannel source separation technique, the multichannel variational autoencoder (MVAE) method, which uses a conditional VAE (CVAE) to model and estimate the power spectrograms of the sources in a mixture. By training the CVAE using the spectrograms of tr...
作者:Encarni Marcos , Fabrizio Londei , Aldo Genovesio
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1874-1890麻省理工大学出版社
摘要:Beyond average firing rate, other measurable signals of neuronal activity are fundamental to an understanding of behavior. Recently, hidden Markov models (HMMs) have been applied to neural recordings and have described how neuronal ensembles process information by going through s...
作者:S. M. Heidarieh , M. Jahed , A. Ghazizadeh
来源:[J].Neural Computation(IF 1.76), 2019, Vol.31 (9), pp.1853-1873麻省理工大学出版社
摘要:It is known that brain can create a sparse representation of the environment in both sensory and mnemonic forms (Olshausen & Field, 2004 ). Such sparse representation can be combined in downstream areas to create rich multisensory responses to support various cognitive and motor ...
作者:Will Rea
来源:[J].African Arts, 2019, Vol.52 (3), pp.16-27麻省理工大学出版社

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