Abstract
Homeostatic intrinsic plasticity is a neurobiological mechanism which adapts a neuron's channel properties over long timescales to achieve a desired average firing rate. This mechanism works to stabilize neural network dynamics. We present simulation results of a neuromorphic circuit implementation of homeostatic intrinsic plasticity using floating-gate transistors. While high voltages are required for tunneling and injection, the control parameter in our implementation is a low voltage, allowing for easy interfacing with typical analog CMOS control circuitry.
Original language | English |
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Title of host publication | 2016 IEEE International Symposium on Circuits and Systems (ISCAS) |
Publisher | IEEE |
Pages | 2507-2510 |
Number of pages | 4 |
DOIs | |
Publication status | Published - 2016 |
Externally published | Yes |