Area of research
Cognitive Neuroscience · Cellular and Molecular Neuroscience
Research interest
Research interests include Neuroscience, Computer science, Biology, Neocortex, Psychology, and Excitatory postsynaptic potential.
Of mice and men: Dendritic architecture differentiates human from mouse neuronal networks
The calcitron: A simple neuron model that implements many learning rules via the calcium control hypothesis
Biophysical and computational insights from modeling human cortical pyramidal neurons
Accelerated signal propagation speed in human neocortical dendrites
A generalized mathematical framework for the calcium control hypothesis describes weight-dependent synaptic plasticity
Accelerated signal propagation speed in human neocortical dendrites
Morpho-electric diversity of human hippocampal CA1 pyramidal neurons
Accelerated signal propagation speed in human neocortical microcircuits
Accelerated signal propagation speed in human neocortical dendrites
Mapping thalamic innervation to individual L2/3 pyramidal neurons and modeling their ‘readout’ of visual input
Asymmetric Voltage Attenuation in Dendrites Can Enable Hierarchical Heterosynaptic Plasticity
Stability and flexibility of odor representations in the mouse olfactory bulb
Morpho-electric and computational properties of three types of human hippocampal CA1 pyramidal neurons
A calcium-based plasticity model for predicting long-term potentiation and depression in the neocortex
Strong and reliable synaptic communication between pyramidal neurons in adult human cerebral cortex
High‐throughput morphometric and transcriptomic profiling uncovers composition of naïve and sensory‐deprived cortical cholinergic VIP/CHAT neurons
Single cortical neurons as deep artificial neural networks
Maximally efficient prediction in the early fly visual system may support evasive flight maneuvers
The Role of Hub Neurons in Modulating Cortical Dynamics
Burst control: Synaptic conditions for burst generation in cortical layer 5 pyramidal neurons
The gradient clusteron: A model neuron that learns to solve classification tasks via dendritic nonlinearities, structural plasticity, and gradient descent
Realistic retinal modeling unravels the differential role of excitation and inhibition to starburst amacrine cells in direction selectivity
Synaptic Input and ACh Modulation Regulate Dendritic Ca<sup>2+</sup>Spike Duration in Pyramidal Neurons, Directly Affecting Their Somatic Output
Whole-Neuron Synaptic Mapping Reveals Spatially Precise Excitatory/Inhibitory Balance Limiting Dendritic and Somatic Spiking
An efficient analytical reduction of detailed nonlinear neuron models
Perceptron Learning and Classification in a Modeled Cortical Pyramidal Cell
Using subthreshold events to characterize the functional architecture of the electrically coupled inferior olive network
Differential Structure of Hippocampal CA1 Pyramidal Neurons in the Human and Mouse
Discovering Unexpected Local Nonlinear Interactions in Scientific Black-box Models
Human Cortical Pyramidal Neurons: From Spines to Spikes via Models