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APPLICATIONS OF BACK-END-OF-LINE (BEOL) CAPACITORS IN COMPUTE-IN-MEMORY (CIM) CIRCUITS

机译:在计算内存(CIM)电路中的后端线(BEOL)电容的应用

摘要

An apparatus is described. The apparatus includes a compute-in-memory (CIM) circuit for implementing a neural network disposed on a semiconductor chip. The CIM circuit includes a mathematical computation circuit coupled to a memory array. The memory array includes an embedded dynamic random access memory (eDRAM) memory array. Another apparatus is described. The apparatus includes a compute-in-memory (CIM) circuit for implementing a neural network disposed on a semiconductor chip. The CIM circuit includes a mathematical computation circuit coupled to a memory array. The mathematical computation circuit includes a switched capacitor circuit. The switched capacitor circuit includes a back-end-of-line (BEOL) capacitor coupled to a thin film transistor within the metal/dielectric layers of the semiconductor chip. Another apparatus is described. The apparatus includes a compute-in-memory (CIM) circuit for implementing a neural network disposed on a semiconductor chip. The CIM circuit includes a mathematical computation circuit coupled to a memory array. The mathematical computation circuit includes an accumulation circuit. The accumulation circuit includes a ferroelectric BEOL capacitor to store a value to be accumulated with other values stored by other ferroelectric BEOL capacitors.
机译:描述了一种装置。该装置包括用于实现设置在半导体芯片上的神经网络的存储器内存(CIM)电路。 CIM电路包括耦合到存储器阵列的数学计算电路。存储器阵列包括嵌入式动态随机存取存储器(EDRAM)存储器阵列。描述另一装置。该装置包括用于实现设置在半导体芯片上的神经网络的存储器内存(CIM)电路。 CIM电路包括耦合到存储器阵列的数学计算电路。数学计算电路包括开关电容器电路。开关电容器电路包括耦合到半导体芯片的金属/介电层内的薄膜晶体管的后端线(BEOL)电容器。描述另一装置。该装置包括用于实现设置在半导体芯片上的神经网络的存储器内存(CIM)电路。 CIM电路包括耦合到存储器阵列的数学计算电路。数学计算电路包括累积电路。累积电路包括铁电BEOL电容器,用于存储要累积的值与其他铁电BEOL电容器存储的其他值累积。

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