Information Theory started and, according to some, ended with Shannon's seminal paper “A
Mathematical Theory of Communication”(Shannon 1948). Because its significance and …

Heart function measured by electrocardiograms (ECG) is crucial for patient care. ECG
generated waveforms are used to find patterns of irregularities in cardiac cycles in patients …

Monitoring heart activity from electrocardiograms (ECG) is crucial to avoid unnecessary
fatalities; therefore, detection of QRS complex is fundamental to automated ECG monitoring …

The fruit fly's natural visual environment is often characterized by light intensities ranging
across several orders of magnitude and by rapidly varying contrast across space and time …

Although noise has a proven beneficial role in brain functions, there have not been any
attempts on the dedication of stochastic resonance effect in neural engineering applications …

We present a multi-input multi-output neural circuit architecture for nonlinear processing and
encoding of stimuli in the spike domain. In this architecture a bank of dendritic stimulus …

In this paper, we investigate neural circuit architectures encoding natural visual scenes with
neuron models consisting of dendritic stimulus processors (DSPs) in cascade with …

We present a formal methodology for identifying a channel in a system consisting of a
communication channel in cascade with an asynchronous sampler. The channel is modeled …

We investigate a spiking neuron model of multisensory integration. Multiple stimuli from
different sensory modalities are encoded by a single neural circuit comprised of a …

Inferring mathematical models of sensory processing systems directly from input-output
observations, while making the fewest assumptions about the model equations and the …