Steven D. Pyle

According to our database, Steven D. Pyle authored at least 7 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Leveraging Stochasticity for In Situ Learning in Binarized Deep Neural Networks.

Steven D. Pyle, Justin D. Sapp, Ronald F. DeMara

Computer, 2019

An Ultra-Low Power Spintronic Stochastic Spiking Neuron with Self-Adaptive Discrete Sampling.

Shadi Sheikhfaal, Steven D. Pyle, Soheil Salehi, Ronald F. DeMara

Proceedings of the 62nd IEEE International Midwest Symposium on Circuits and Systems, 2019

2018

Hybrid spin-CMOS stochastic spiking neuron for high-speed emulation of In vivo neuron dynamics.

Steven D. Pyle, Kerem Yunus Camsari, Ronald F. DeMara

IET Comput. Digit. Tech., 2018

Low-Energy Deep Belief Networks Using Intrinsic Sigmoidal Spintronic-based Probabilistic Neurons.

Ramtin Zand, Kerem Yunus Camsari, Steven D. Pyle, Ibrahim Ahmed, Chris H. Kim, Ronald F. DeMara

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

2017

R-DBN: A Resistive Deep Belief Network Architecture Leveraging the Intrinsic Behavior of Probabilistic Devices.

Ramtin Zand, Kerem Yunus Camsari, Ibrahim Ahmed, Steven D. Pyle, Chris H. Kim, Supriyo Datta, Ronald F. DeMara

CoRR, 2017

Heterogeneous Technology Configurable Fabrics for Field-Programmable Co-Design of CMOS and Spin-Based Devices.

Ronald F. DeMara, Arman Roohi, Ramtin Zand, Steven D. Pyle

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

2015

Self-Scaling Evolution of analog computation circuits with digital accuracy refinement.

Steven D. Pyle, Vignesh Thangavel, Stephen M. Williams, Ronald F. DeMara

Proceedings of the 2015 NASA/ESA Conference on Adaptive Hardware and Systems, 2015