Title :
An artificial synapse for interfacing to biological neurons
Author :
Gordon, Christal ; Preyer, Amanda ; Babalola, Karolyn ; Butera, Robert J. ; Hasler, Paul
Author_Institution :
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC
Abstract :
This work details CMOS, bio-inspired circuits that are used to link an artificial neuron and a living neuron and between two living neurons. We read an intracellular signal from a living neuron, use an integrate-and-fire neuron as a simple processing element to detect the spikes, and an artificial synapse to send outputs to a living neuron. The key structure is an electronic synapse which is based around a floating-gate pFET. The charge on the floating-gate is analogous to the synaptic weight and can be modified. This modification can be viewed as similar to LTP and LTD. Since programming technology has greatly improved, these weights can be set quickly and accurately
Keywords :
CMOS analogue integrated circuits; field effect transistor circuits; neural chips; CMOS circuit; artificial synapse; bio-inspired circuits; biological neurons; electronic synapse; floating-gate pFET; integrate-and-fire neuron; intracellular signal; living neuron; Biological systems; CMOS technology; Capacitors; Cells (biology); Circuits; Joining processes; Neurons; Nonvolatile memory; Signal processing; Threshold voltage;
Conference_Titel :
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location :
Island of Kos
Print_ISBN :
0-7803-9389-9
DOI :
10.1109/ISCAS.2006.1692787