Hybrid MTJ/CNTFET-based binary synapse and neuron for process-in-memory architecture

MT Nasab, A Amirany, MH Moaiyeri… - IEEE Magnetics …, 2023‏ - ieeexplore.ieee.org
This letter develops a reliable, integrated binary synapse and neuron model for hardware
implementation of binary neural networks. Thanks to the nonvolatile nature of magnetic …

Radiation-Immune Spintronic Binary Synapse and Neuron for Process-in-Memory Architecture

MT Nasab, A Amirany, MH Moaiyeri… - IEEE Magnetics …, 2024‏ - ieeexplore.ieee.org
This letter proposes a single event upset (SEU)-hardened task-scheduling logic-in-memory
xnor/xor neuron and synapse circuit. Using a C-element and a magnetic tunnel junction …

On the layout-oriented investigation of power attack hardness of spintronic-based logic circuits

P Iranfar, A Amirany, MH Moaiyeri, K Jafari - Circuits, Systems, and Signal …, 2024‏ - Springer
High leakage power consumption has become one of the main concerns of data security
protection with CMOS device scaling. Spintronic technology is one of the efficient solutions …

Low-latency full precision optical convolutional neural network accelerator

B Jahannia, J Ye, S Altaleb, N Peserico… - AI and Optical Data …, 2024‏ - spiedigitallibrary.org
We demonstrate an optical accelerator for convolutional neural networks using photonic
tensor cores that achieves both state-of-the-art accuracy competitive with ideal floating point …

The design of adder, subtractor, and derivative circuits without the use of op-amp in CNFET Technology

A Karimi, K Navi - Computers and Electrical Engineering, 2024‏ - Elsevier
The complexity of digital circuits is constantly rising. Analog computing can be an excellent
alternative to overcome the complexity issue. Operational Amplifiers play a serious role in …

SEDONUT: a single event double node upset tolerant SRAM for terrestrial applications

G Prasad, B Mandi, M Ali - ACM Transactions on Design Automation of …, 2024‏ - dl.acm.org
Radiation and its effect on neighboring nodes are critical not only for space applications but
also for terrestrial applications at modern lower-technology nodes. This may cause static …

On the design of power attack immune spintronic associative memory

M Ghazanfari, A Amirany, MH Moaiyeri, K Jafari - Spin, 2024‏ - World Scientific
The growing utilization of neural networks has led to a heightened focus on the hardware
implementation of such networks. Security concerns associated with these implementations …