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Artificial neuron device and neuromorphic system

机译:人工神经元装置和神经形态系统

摘要

To realize an efficient artificial neuron specifically. An artificial neuron device includes a resistive memory cell connected in an input circuit having a neuron input for receiving a neuron input signal, and a current source for supplying a read current to the cell. . The input circuit is responsive to a set of control signals defining alternating read and write operation phases to apply a read current to the cell during the read phase and to receive cell resistance when receiving the neuron input signal during the write phase. Can be selectively configured to apply a programming current to the cell to program the. The cell resistance is progressively changed from the first state to the second state in response to the continuous neuron input signal. The apparatus further includes an output circuit that includes a neuron output and a digital latch connected to the input circuit to receive a measurement signal that is dependent on cell resistance. [Selected figure] Figure 2
机译:具体实现一种有效的人工神经元。一种人工神经元设备,包括连接在具有用于接收神经元输入信号的神经元输入的输入电路中的电阻性存储单元,以及用于向该单元提供读取电流的电流源。 。输入电路响应于定义交替的读和写操作阶段的一组控制信号,以在读阶段期间向单元施加读电流,并且在写阶段期间接收神经元输入信号时接收单元电阻。可以有选择地配置为向单元施加编程电流以对其进行编程。响应于连续神经元输入信号,细胞电阻从第一状态逐渐改变为第二状态。该设备还包括输出电路,该输出电路包括神经元输出和连接到输入电路的数字锁存器,以接收取决于细胞电阻的测量信号。 [选定图]图2

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