Analog continuous-time MOS vector multiplier circuit and a programmable MOS realization for feedback neural networks

摘要

A neuron circuit and a neural network including a four quadrant analog multiplier/summer circuit constructed in field effect transistors. The neuron circuit includes the analog multiplier/summer formed of an operational amplifier, plural sets of four field effect transistors, an RC circuit and a double inverter. The multiplier/summer circuit includes a set of four identical field effect transistors for each product implemented. This produces a four quadrant multiplication if the four field effect transistors operate in the triode mode. The output of the multiplier/summer is the sum of these products. The neural network includes a plurality of these neuron circuits. Each neuron circuit receives an input and a set of synaptic weight inputs. The output of each neuron circuit is supplied to the corresponding feedback input of each neuron circuit. The multiplier/summer of each neuron circuit produces the sum of the product of each neuron circuit output and its corresponding synaptic weight. The individual neuron circuits and the neural network can be constructed in MOS VLSI.