Invention Grant
- Patent Title: Electronic neuromorphic system, synaptic circuit with resistive switching memory and method of performing spike-timing dependent plasticity
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Application No.: US14862187Application Date: 2015-09-23
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Publication No.: US10650308B2Publication Date: 2020-05-12
- Inventor: Daniele Ielmini , Simone Balatti , Stefano Ambrogio , Zhongqiang Wang
- Applicant: Politecnico di Milano
- Applicant Address: IT Milan
- Assignee: POLITECNICO DI MILANO
- Current Assignee: POLITECNICO DI MILANO
- Current Assignee Address: IT Milan
- Agency: Manelli Selter PLLC
- Agent Edward Stemberger
- Main IPC: G06N3/063
- IPC: G06N3/063 ; G06N3/04

Abstract:
A synaptic circuit performing spike-timing dependent plasticity STDP interposed between a pre-synaptic neuron and a post-synapse neuron includes a memristor having a variable resistance value configured to receive a first signal from the pre-synaptic neuron. The circuit has an intermediate unit connected in series with the memristor for receiving a second signal from the pre-synaptic neuron and provides an output signal to the post-synaptic neuron. The intermediate unit receives a retroaction signal generated from the post-synaptic neuron and the memristor modifies the resistance value based on a delay between two at least partially overlapped input pulses, a spike event of the first signal and a pulse of the retroaction signal, in order to induct a potentiated state STP or a depressed state STD at the memristor. An electronic neuromorphic system having synaptic circuits and a method of performing spike timing dependent plasticity STDP by a synaptic circuit are also provided.
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