## Kaushik Roy [Computing in Memory with Spin-Transfer Torque Magnetic RAM](https://arxiv.org/pdf/1703.02118.pdf)

*basic repurposing* for logic gate operations


## [In-Memory Processing Paradigm for **Bitwise Logic Operations** in STT-MRAM](https://knowen-production.s3.amazonaws.com/uploads/attachment/file/5037/sttmram%2Bcomputing.pdf)

## [Spin-Based Computing: Device Concepts, Current Status, and **a Case Study on a High-Performance Microprocessor**](http://people.ece.umn.edu/~miha../sachin/jnl/pieee15jk.pdf) 2015

-  ++useful [A Survey of Accelerator Architectures for Deep Neural Networks](https://www.sciencedirect.com/science/article/pii/S2095809919306356) 2020

2021 [A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing](https://ieeexplore.ieee.org/abstract/document/9365788) Naveen Verma

## +++ excellent review [Exploration of non-volatile magnetic memory for processor architecture](https://core.ac.uk/download/pdf/231934016.pdf)




- **specific implementation** ++ [Circuit-level Design and Evaluation of STT-MRAM based Binary Winner-Takes-All Network for Image Recognition](https://ieeexplore.ieee.org/document/8508744/citations#citations)

https://www.researchgate.net/publication/347762287_Energy-Efficient_All-Spin_BNN_Using_Voltage-Controlled_Spin-Orbit_Torque_Device_for_Digit_Recognition

## +++ 2019 Ameya Patil +++ [An MRAM-based Deep In-Memory Architecture for Deep Neural Networks](http://shanbhag.ece.illinois.edu/publications/ADP_ISCAS_MRAM_2019.pdf)
Urabana-Champaign