Oscillatory Neural Networks based on TMO Nano-Oscillators and Multi-Level RRAM Cells

T. C. Jackson, A. A. Sharma, J. A. Bain, J. A. Weldon, L. Pileggi, “Oscillatory Neural Networks based on TMO Nano-Oscillators and Multi-Level RRAM Cells”, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), June 2015.

Device Requirements and Technology-driven Architecture Optimization for Analog Neurocomputing

V. Calayir and L. Pileggi, “Device Requirements and Technology-driven Architecture Optimization for Analog Neurocomputing”, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), vol. 5, no. 2, pp. 162-173, June 2015.

Using TMO-based RRAM Multi-Level Cells and Nano-Oscillators for Efficient ONN Implementation

T. C. Jackson, A. A. Sharma, R. Shi, J. Weldon, and L. Pileggi, “Using TMO-based RRAM Multi-Level Cells and Nano-Oscillators for Efficient ONN Implementation”,TECHCON 2015, Austin, Texas.

High Performance, Integrated 1T1R Oxide-based Oscillator: Stack Engineering for Low-Power Operation in Neural Network Applications

A. Sharma, T. Jackson, J. Bain, L. Pileggi and J. Weldon, “High Performance, Integrated 1T1R Oxide-based Oscillator: Stack Engineering for Low-Power Operation in Neural Network Applications”,in IEEE Symp. VLSI Technology, June 2015.

Application-Specific Synthesis of Embedded Logic-in-Memory Designs

H.E. Sumbul, K. Vaidyanathan, Q. Zhu, F. Franchetti, L. Pileggi, “Application-Specific Synthesis of Embedded Logic-in-Memory Designs”, manuscript accepted for publishing in Design Automation Conference (DAC 2015), June 2015.

3D Integration of AlN MEMS Filters and CMOS for Self-Healing RF Front-Ends

E. Calayir, J. Xu, A. Patterson, G. K. Fedder, G. Piazza, L. Pileggi, “3D Integration of AlN MEMS Filters and CMOS for Self-Healing RF Front-Ends”,Government Microcircuit Applications and Critical Technology Conference, March 2015.

An RRAM-Based Oscillatory Neural Network

T. C. Jackson, A. A. Sharma, J. A. Bain, J. A. Weldon, and L. Pileggi, “An RRAM-Based Oscillatory Neural Network”,in Proc. 2015 Latin American Symposium on Circuits and Systems. Montevideo, Uruguay, 2015.

3D-Stacked Memory-Side Acceleration: Accelerator and System Design

Q. Guo, N. Alachiotis, B. Akin, F. Sadi, G. Xu, T.M. Low, L. Pileggi, J.C. Hoe, and F. Franchetti, “3D-Stacked Memory-Side Acceleration: Accelerator and System Design”, WoNDP: 2nd Int’l Workshop on Near-Data Processing, December 2014.

Analog Neuromorphic Computing Enabled by Multi-Gate Programmable Resistive Devices, Design and Test in Europe

V. Calayir, M.Darwish, J. Weldon and L. Pileggi, “Analog Neuromorphic Computing Enabled by Multi-Gate Programmable Resistive Devices, Design and Test in Europe” (DATE), March 2015.

All-Magnetic MRAM Based on Four Terminal mCell Device

D. M. Bromberg, H. E. Sumbul, J.-G. Zhu, L. Pileggi, “All-Magnetic MRAM Based on Four Terminal mCell Device”, Journal of Applied Physics, May 2015.