An integrative theory of prefrontal cortex function. Annual review of neuroscience, vol.24, pp.167-202, 2001. ,
Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses, Frontiers in computational neuroscience, p.4, 2010. ,
Neural activity in the primate prefrontal cortex during associative learning, Neuron, vol.21, issue.6, p.9883732, 1998. ,
Prefrontal cortex and spatial sequencing in macaque monkey, Exp Brain Res, vol.78, issue.3, p.2612591, 1989. ,
Encoding of behavioral significance of visual stimuli by primate prefrontal neurons: relation to relevant task conditions. Experimental Brain Research, vol.97, p.8187854, 1994. ,
Frontal units of the monkey coding the associative significance of visual and auditory stimuli. Experimental Brain Research, vol.89, p.1623971, 1992. ,
The importance of mixed selectivity in complex cognitive tasks, Nature, 2013. ,
A Model of Corticostriatal Plasticity for Learning Oculomotor Associations and Sequences, J Cogn Neurosci, vol.7, issue.3, p.25, 1995. ,
Real-time computing without stable states: a new framework for neural computation based on perturbations, Neural Comput, vol.14, issue.11, p.12433288, 2002. ,
The" echo state" approach to analysing and training recurrent neural networks-with an erratum note, German National Research Center for Information Technology GMD Technical Report, p.148, 2001. ,
Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication, Science, vol.304, issue.5667, p.15064413, 2004. ,
Long-lasting modulation by stimulus context in primate auditory cortex, vol.94, p.15772236, 2005. ,
DOI : 10.1152/jn.01124.2004
Sequence sensitivity of neurons in cat primary auditory cortex, Cerebral Cortex, vol.10, issue.12, p.11073865, 2000. ,
Distributed representation of spectral and temporal information in rat primary auditory cortex. Hearing research, vol.134, pp.16-28, 1999. ,
Distributed fading memory for stimulus properties in the primary visual cortex, PLoS Biol, vol.7, issue.12, p.1000260, 2009. ,
Spatiotemporal Memory Is an Intrinsic Property of Networks of Dissociated Cortical Neurons, The Journal of Neuroscience, vol.35, issue.9, p.25740531, 2015. ,
A neurodynamical model for working memory, Neural Networks, vol.24, issue.2, p.21036537, 2011. ,
A reward-modulated hebbian learning rule can explain experimentally observed network reorganization in a brain control task, The Journal of Neuroscience, vol.30, issue.25, p.20573887, 2010. ,
Computational aspects of feedback in neural circuits, PLoS Comput Biol, vol.3, issue.1, p.17238280, 2007. ,
Generating coherent patterns of activity from chaotic neural networks. Neuron, vol.63, pp.544-557, 2009. ,
Behavioral shifts and action valuation in the anterior cingulate cortex, Neuron, vol.57, issue.2, pp.314-339, 2008. ,
URL : https://hal.archives-ouvertes.fr/inserm-00906686
Modulation of dorsolateral prefrontal delay activity during self-organized behavior, J Neurosci, vol.26, issue.44, p.17079659, 2006. ,
URL : https://hal.archives-ouvertes.fr/inserm-00132158
Behavioral Regulation and the Modulation of Information Coding in the Lateral Prefrontal and Cingulate Cortex, Cerebral Cortex, p.114, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01219972
Modulation of dorsolateral prefrontal delay activity during self-organized behavior, The Journal of Neuroscience, vol.26, issue.44, p.17079659, 2006. ,
URL : https://hal.archives-ouvertes.fr/inserm-00132158
Neural network processing of natural language: I. Sensitivity to serial, temporal and abstract structure of language in the infant, Language and Cognitive Processes, vol.15, issue.1, p.40, 2000. ,
URL : https://hal.archives-ouvertes.fr/hal-00260032
Real-time parallel processing of grammatical structure in the fronto-striatal system: a recurrent network simulation study using reservoir computing, PLoS One, vol.8, issue.2, pp.1-18, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01968923
Corticostriatal response selection in sentence production: Insights from neural network simulation with reservoir computing. Brain and language, vol.150, pp.54-68, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01906521
Learning grammatical structure with Echo State Networks, Neural Networks, vol.20, issue.3, p.9, 2007. ,
Context-dependent computation by recurrent dynamics in prefrontal cortex, Nature, vol.503, issue.7474, pp.78-84, 2013. ,
Improving reservoirs using intrinsic plasticity, Neurocomputing, vol.71, issue.7, pp.1159-1171, 2008. ,
Neural correlations, population coding and computation, Nature reviews neuroscience, vol.7, issue.5, p.16760916, 2006. ,
Modulation of feedback related activity in the rostral anterior cingulate cortex during trial and error exploration, NeuroImage, vol.63, issue.3, pp.1078-1090, 2012. ,
Neuronal encoding of subjective value in dorsal and ventral anterior cingulate cortex, The Journal of Neuroscience, vol.32, issue.11, pp.3791-3808, 2012. ,
Prefrontal cell activities related to monkeys' success and failure in adapting to rule changes in a Wisconsin Card Sorting Test analog, The Journal of Neuroscience, vol.26, issue.10, p.16525054, 2006. ,
From perception to action: temporal integrative functions of prefrontal and parietal neurons, Cerebral Cortex, vol.9, issue.3, p.10355901, 1999. ,
A hierarchy of intrinsic timescales across primate cortex, Nature neuroscience, 2014. ,
State-dependent computations: spatiotemporal processing in cortical networks, Nature Reviews Neuroscience, vol.10, issue.2, pp.113-125, 2009. ,
Comparison of classifiers for decoding sensory and cognitive information from prefrontal neuronal populations, PloS one, vol.9, issue.1, 2014. ,
A reservoir of time constants for memory traces in cortical neurons, Nature neuroscience, vol.14, issue.3, p.21317906, 2011. ,
Memory traces in dynamical systems, Proceedings of the National Academy of Sciences, vol.105, issue.48, pp.18970-18975, 2008. ,
An experimental unification of reservoir computing methods, Neural Networks, vol.20, issue.3, p.17517492, 2007. ,
Short-term memory in orthogonal neural networks. Physical review letters, vol.92, p.15089576, 2004. ,
Neurocomputational models of working memory, Nature neuroscience, vol.3, p.11127836, 2000. ,
Synaptic reverberation underlying mnemonic persistent activity, Trends in neurosciences, vol.24, issue.8, p.11476885, 2001. ,
Attracting dynamics of frontal cortex ensembles during memory-guided decision-making, 2011. ,
Abrupt transitions between prefrontal neural ensemble states accompany behavioral transitions during rule learning, Neuron, vol.66, issue.3, p.20471356, 2010. ,
Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks, Neural computation, vol.25, issue.3, pp.626-649, 2013. ,
Complex sensory-motor sequence learning based on recurrent state representation and reinforcement learning, Biol Cybern, vol.73, issue.3, p.7548314, 1995. ,
Linguistic experience alters phonetic perception in infants by 6 months of age. Science, 1992, vol.255, p.1736364 ,
Recurrent kernel machines: Computing with infinite echo state networks, Neural Computation, vol.24, issue.1, pp.104-133, 2012. ,
Special issue on echo state networks and liquid state machines, Neural Networks, vol.20, issue.3, pp.287-289, 2007. ,
An overview of reservoir computing: theory, applications and implementations, Proceedings of the 15th European symposium on artificial neural networks, 2007. ,
Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model, Cerebral Cortex, vol.10, issue.9, p.10982751, 2000. ,
Conversion of temporal correlations between stimuli to spatial correlations between attractors, Neural Computation, vol.5, issue.1, pp.1-17, 1993. ,
Probabilistic decision making by slow reverberation in cortical circuits, Neuron, vol.36, issue.5, p.12467598, 2002. ,
From fixed points to chaos: three models of delayed discrimination. Progress in neurobiology, vol.103, p.23438479, 2013. ,
Attractor concretion as a mechanism for the formation of context representations. NeuroImage, vol.52, pp.833-847, 2010. ,
Abstract context representations in primate amygdala and prefrontal cortex, Neuron, vol.87, issue.4, pp.869-881, 2015. ,