A “ballistic” analog memory device for neural network implementation

1991 ◽  
Vol 34 (8) ◽  
pp. 919-920
Author(s):  
Takashi Morie
Keyword(s):  
Neural Network ◽  
Memory Device ◽  
Analog Memory

A floating-gate analog memory device for neural networks

1993 ◽  
Vol 40 (11) ◽  
pp. 2029-2035 ◽  
Author(s):  
O. Fujita ◽  
Y. Amemiya
Keyword(s):  
Neural Networks ◽  
Memory Device ◽  
Floating Gate ◽  
Analog Memory

An Accurate, Error-Tolerant, and Energy-Efficient Neural Network Inference Engine Based on SONOS Analog Memory

2022 ◽  
pp. 1-14
Author(s):  
T. Patrick Xiao ◽  
Ben Feinberg ◽  
Christopher H. Bennett ◽  
Vineet Agrawal ◽  
Prashant Saxena ◽  
...  
Keyword(s):  
Neural Network ◽  
Energy Efficient ◽  
Network Inference ◽  
Inference Engine ◽  
Analog Memory

Application of Analogue Amorphous Silicon Memory Devices to Resistive Synapses for Neural Networks

1992 ◽  
Vol 258 ◽  
Author(s):  
A A Reeder ◽  
I P Thomas ◽  
C Smith ◽  
J Wittgreffe ◽  
D J Godfrey ◽  
...  
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Amorphous Silicon ◽  
Memory Device ◽  
Physical Structure ◽  
Memory Devices ◽  
Electrical Characteristics ◽  
Device Resistance ◽  
Op Amps ◽  
Voltage Pulses

ABSTRACTThe amorphous silicon memory device shows promise as an analogue weight element in neural networks. The device resistance can be programmed to within 5% of any specific value between lkΩ and lMΩ using 10ns to 1μ voltage pulses in the range 1–5V. In this paper we describe the physical structure of the element and its electrical characteristics. Finally, a simple example is discussed of a small neural network implementing the EXOR function using amorphous silicon memory elements as a resistive array of weights and external op-amps as the current summing nodes.

High linearity source-follower buffer based analog memory for analog convolutional neural network

2018 ◽  
Vol 75 ◽  
pp. 147-152 ◽  
Author(s):  
Qin Li ◽  
Yuntao Wu ◽  
Huifeng Zhu ◽  
Qi Wei ◽  
Fei Qiao ◽  
...  
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
High Linearity ◽  
Analog Memory ◽  
Source Follower
Sign in / Sign up

Export Citation Format

Share Document