Mechanism of chaos suppression with slowly varying common input. nork Rainer Engelken (5266057)

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Suppression of chaos in balanced networks with common vs independent input. nork Rainer Engelken (5266057)

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Largest Lyapunov exponent shows different chaos suppression for common vs independent input. nork Rainer Engelken (5266057)

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No qualitative difference in chaos suppression by common vs independent input in canonical random networks. nork Rainer Engelken (5266057)

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Dynamic mean-field theory captures frequency-dependent effects on the suppression of chaos. nork Rainer Engelken (5266057)

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Difference in chaos suppression in sparsely-connected E-I network. nork Rainer Engelken (5266057)

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Activity, population firing rate and autocorrelations of balanced networks with common input. nork Rainer Engelken (5266057)

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Common input impedes learning in balanced networks. nork Rainer Engelken (5266057)

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Difference in chaos suppression increases with network size, tightness of balance, and near the transition to chaos. nork Rainer Engelken (5266057)

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Activity, population firing rate and autocorrelations of balanced networks with independent input. nork Rainer Engelken (5266057)

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3D visualization of the latent space of the E2M2 model. nork Leo D’Amato (21349935)

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Comparison of the latent representations of the baseline model and the hybrid model E1M2. nork Leo D’Amato (21349935)

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3D visualization of the latent space of the E1M1 model. nork Leo D’Amato (21349935)

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3D visualization of the latent space of the E1M2 model. nork Leo D’Amato (21349935)

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3D visualization of the latent space of the baseline model. nork Leo D’Amato (21349935)

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3D visualization of the latent space of the E2M1 model. nork Leo D’Amato (21349935)

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3D visualization of the latent space of the E2M5 model. nork Leo D’Amato (21349935)

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Comparison of the latent representations of the baseline model and the hybrid model E2M5. nork Leo D’Amato (21349935)

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Comparison of the latent representations of the baseline model and the hybrid model E2M3. nork Leo D’Amato (21349935)

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Performance analysis. nork Leo D’Amato (21349935)

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