Principled neuromorphic reservoir computing
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DOI: 10.1038/s41467-025-55832-y
Abstract: Reservoir computing advances the intriguing idea that a nonlinear recurrent neural circuit—the reservoir—can encode spatio-temporal input signals to enable efficient ways to perform tasks like classification or regression. However, recently the idea of a monolithic… read more here.
Keywords: memory buffer; higher order; reservoir; reservoir computing ... See more keywords
Nonlinear Features of the Bond-Slip Ascending Branch
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DOI: 10.1061/(asce)mt.1943-5533.0003368
Abstract: AbstractThe bond between a deformed rebar and concrete is determined in pullout tests, using cylindrical concrete specimens with centrally embedded rebars, having a predetermined number of bonded r... read more here.
Keywords: nonlinear features; features bond; bond; bond slip ... See more keywords
Nonlinear Dynamics of MEG and EMG: Stability and Similarity Analysis
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DOI: 10.3390/brainsci15070681
Abstract: Background: Sensorimotor beta oscillations are critical for motor control and become synchronized with muscle activity during sustained contractions, forming corticomuscular coherence (CMC). Although beta activity manifests in transient bursts, suggesting nonlinear behavior, most studies rely… read more here.
Keywords: nonlinear dynamics; stability; meg emg; beta ... See more keywords