SPIKE NEURAL NETWORK CIRCUIT INCLUDING RADIATION SOURCE

    公开(公告)号:US20190311244A1

    公开(公告)日:2019-10-10

    申请号:US16377983

    申请日:2019-04-08

    Abstract: Provided is a spike neural network circuit. The spike neural network circuit includes an axon configured to generate an input spike signal, a synapse including a first transistor for outputting a current according to a weight and a second transistor connected to the first transistor and outputting the current according to an input spike signal, a neuron configured to compare a value according to the current output from the synapse with a reference value and generate an output spike signal based on a comparison result, and a radiation source attached to a substrate on which the synapse is formed, configured to output radiation particles to the synapse, and configured to increase magnitudes of threshold voltages of the first and second transistors of the synapse.

    SPIKING NEURAL NETWORK-BASED NEUROMORPHIC SYSTEM

    公开(公告)号:US20190213472A1

    公开(公告)日:2019-07-11

    申请号:US16134935

    申请日:2018-09-18

    CPC classification number: G06N3/0635 G06N3/049 G06N3/088

    Abstract: Provided is a neuromorphic system including a memory configured to store a plurality of weights, a potentiation unit configured to receive an input signal, generate a positive voltage on a basis of a first weight corresponding to the input signal among the plurality of weights, and accumulate the generated positive voltage to output a potentiation unit voltage, a depression unit configured to receive the input signal, generate a negative voltage on a basis of the first weight, and accumulate the generated negative voltage to output a depression unit voltage, and a firing unit configured to combine the potentiation unit voltage and the depression unit voltage to generate an internal voltage, and fire on a basis of a comparison result of the internal voltage and a threshold value.

    NEURON CIRCUIT WITH SYNAPTIC WEIGHT LEARNING

    公开(公告)号:US20230289582A1

    公开(公告)日:2023-09-14

    申请号:US18084234

    申请日:2022-12-19

    CPC classification number: G06N3/063 G06N3/049

    Abstract: A neuron circuit including a first internal circuit that receives a plurality of spike input signals, generates a first sum value by summing a plurality of synaptic weights corresponding to the plurality of spike input signals, and outputs a second sum value by adding a membrane potential value to the first sum value, a spike generating circuit that generates a spike output signal, a membrane potential generating circuit that generates the membrane potential value, a second internal circuit that counts a last spike time based on the spike output signal, and an online learning circuit that receives a last input time from the first internal circuit and performs LTP learning based on the last input time or receives the last spike time from the second internal circuit and performs LTD learning based on the last spike time.

    CAPSULE ENDOSCOPE IMAGE RECEIVER AND CAPSULE ENDOSCOPE DEVICE HAVING THE SAME

    公开(公告)号:US20200315438A1

    公开(公告)日:2020-10-08

    申请号:US16842497

    申请日:2020-04-07

    Abstract: A capsule endoscope image receiver includes a receiving electrode unit that receives first and second differential signals from a capsule endoscope image transmitter through a human body communication channel, an analog amplifying unit that receives the first and second differential signals and outputs first and second amplified differential signals, and a signal restoring unit that receives the first and second amplified differential signals and restores image information. The analog amplifying unit includes a first amplifier that outputs the first amplified differential signal, a second amplifier that outputs the second amplified differential signal, and an input impedance that is connected between a first inverting input terminal of the first amplifier and a second inverting input terminal of the second amplifier and obtains a gain of differential signal amplification in which a high frequency component of the first and second amplified differential signals is greater than a low frequency component.

Patent Agency Ranking