Three-dimensional Nand Flash For Vector-matrix Multiplication

Based on the array-level SPICE simulation the bias condition including the selector layer and the unselected layers is optimized to. Three-Dimensional NAND flash technology is one of the most competitive integrated solutions for the high-volume massive data storage.


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So far there are few investigations on how to use 3-D NAND flash for in-memory computing in the neural network accelerator.

Three-dimensional nand flash for vector-matrix multiplication. N2 - Three-Dimensional NAND flash technology is one of the most competitive integrated solutions for the high-volume massive data storage. Three-dimensional nand flash for vectormatrix multiplication. In IEEE Transactions on Very Large Scale Integration VLSI Systems 27 988991 2019.

In this brief we propose using the 3-D vertical channel NAND array architecture to implement the vector-matrix multiplication VMM with for the first time. In this brief we propose using the 3-D vertical. Three-Dimensional nand Flash for VectorMatrix Multiplication journal April 2019 Wang Panni.

Three-dimensional NAND flash for vectormatrix multiplication P Wang F Xu B Wang B Gao H Wu H Qian S Yu IEEE Transactions on Very Large Scale Integration VLSI Systems 27 4 988-991 2018. AU - Yu Shimeng. In IEEE Transactions on Very Large Scale Integration VLSI Systems 27 988991 2019.

During this simulation the IGZO channel displayed a low 006V erase performance. To solve this problem the proposed IOP structure was able to produce a memory window. In this brief we propose using the 3-D vertical channel NAND array architecture to implement the vector-matrix multiplication VMM with for the first time.

T1 - Three-Dimensional NAND Flash for Vector-Matrix Multiplication. AU - Wang Bo. Architectural Design of 3D NAND Flash based Compute-in-Memory for Inference Engine.

AU - Wang Panni. The first contribution of this paper is the development of extremely dense energy-efficient mixed-signal vector-by-matrix-multiplication VMM circuits based on the existing 3D-NAND flash memory blocks without any need for their modification. AU - Wu Huaqiang.

Home Conferences MEMSYS Proceedings MEMSYS 2020 Architectural Design of 3D NAND Flash based Compute-in-Memory for Inference Engine. Highly reliable M1X MLC NAND flash memory cell with novel active air-gap and p poly process integration technologies. Generalized Hyperbolic CORDIC and Its Logarithmic and Exponential Computation With Arbitrary Fixed Base Yuanyong Luo.

Wang Panni Xu Feng Wang Bo Gao Bin Wu Huaqiang Qian He Yu Shimeng Journal. Based on the array-level SPICE simulation the bias condition including the selector layer and the unselected layers is optimized to achieve high computation accuracy of VMM. Three-dimensional 3D NAND flash structures using IGZO channel.

Three-Dimensional nand Flash for VectorMatrix Multiplication. First the erase performance of the polysilicon channel and the IGZO channel of the 3D NAND flash structure were compared. So far there are few investigations on how to use 3-D NAND flash for in-memory computing in the neural network accelerator.

Based on the array-level SPICE simulation the bias condition including the selector layer and the unselected layers is optimized to achieve high computation accuracy of VMM. Introduction to flash memory. IEEE Transactions on Very Large Scale Integration VLSI Systems Issue Date.

NORAND flash memory was studied in neuromorphic systems to perform vector-by-matrix multiplication VMM by summing the current. Three-dimensional nand flash for vectormatrix multiplication. Three-Dimensional nand Flash for Vector-Matrix Multiplication Wang Panni Xu Feng Wang Bo Gao Bin Wu Huaqiang Qian He Yu Shimeng.

Bez R Camerlenghi E Modelli A Visconti A. Wang Bo IEEE Transactions on. Three-Dimensional nand Flash for Vector-Matrix Multiplication Author.

Three-Dimensional NAND flash technology is one of the most competitive integrated solutions for the high-volume massive data storage. Because the size of NORAND cells exceeds those of other memristor synaptic devices we proposed a 3D AND-type stacked array to reduce the cell size. AU - Xu Feng.

Three-Dimensional nand Flash for VectorMatrix Multiplication. An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories. A Novel Voltage-Accumulation Vector-Matrix Multiplication Architecture Using Resistor-shunted Floating Gate Flash Memory Device for Low-power and High-.

AU - Qian He. AU - Gao Bin. Three-Dimensional nand Flash for VectorMatrix Multiplication Panni Wang.


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