提出了采用多值信号处理的CMOS VLSI实现电子神经元

B. Taheri
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引用次数: 5

摘要

介绍并比较了电子神经元硬件实现的几种方法。介绍了一种使用电压控制输入权值的神经元的硬件实现,并给出了其仿真性能。这种电子神经元电路是CMOS VLSI实现神经网络的理想选择,因为它融合了模拟和数字技术的优点。此外,这种伪模拟技术在各种应用中具有低功耗、高速度和小面积要求。
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Proposed CMOS VLSI implementation of an electronic neuron using multivalued signal processing
Several approaches to the hardware implementation of an electronic neuron are presented and compared. A hardware implementation of a neuron that uses a voltage-controlled input weights is introduced, and its simulated performance presented. This electronic neuron circuit is ideal for CMOS VLSI implementations of neural networks, because it merges, the advantages of analog and digital techniques. In addition, this pseudoanalog technique utilizes low power, high speed, and small area requirements for variety of applications.<>
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A floating-gate-MOS-based multiple-valued associative memory On the implementation of set-valued non-Boolean switching functions A transformation of multiple-valued input two-valued output functions and its application to simplification of exclusive-or sum-of-products expressions A formal semantical approach to fuzzy logic Fundamental properties of Kleene-Stone logic functions
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