Principal investigator(s): Michiel Remme, Boris Gutkin, Mate Lengyel
A current project of mine is concerned with how synaptic input is integrated in active dendritic trees. The classic picture of summation of synaptic input in passive dendritic cables has been strongly challenged over the last decade. Many experimental studies have shown that dendrites are endowed with a wide variety of voltage-dependent ion channels. Particularly interesting is that inputs to the dendrites are able to locally generate spikes. These dendritic spikes can propagate to the soma and lead to a somatic action potential. Obviously these properties greatly influence the integrative properties of the neuron. In a collaboration with Boris Gutkin and Mate Lengyel I'm currently studying how synaptic inputs to active dendrites interact and what kind of computations can be performed.
Caze, R.D., Humphries, M., and Gutkin, B.S., Passive Dendrites Enable Single Neurons to Compute Linearly Non-separable Functions, PLOS Computational Biology, 9(2): e1002867, (2013).
Caze, R., Humphries, M., and Gutkin, B.S., Spiking and saturating dendrites differentially expand single neuron computation capacity, Advances in Neural Information Processing 2012, in press, (2012).
Jedlicka, P., Deller, T., Gutkin, B.S., and Backus, K.H., Activity-Dependent Intracellular Chloride Accumulation and Diffusion Controls GABAA Receptor-Mediated Synaptic Transmission, Hippocampus, (2010).
Remme, M., Lengyel, M., and Gutkin, B.S., Democracy-Independence Trade-Off in Oscillating Dendrites and Its Implications for Grid Cells, Neuron, 66, 429-437 (2010).
Remme, M., Lengyel, M., and Gutkin, B.S., The role of ongoing dendritic oscillations in single-neuron dynamics, PLOS Comput. Biol., 5(9), e1000493 (2009).