Jason M. Allred

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 7

Top Topics

Lifelong Learning

Biologically Plausible

Design Automation

Spiking Neural Networks

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Jason M. Allred, Kaushik Roy
L4-Norm Weight Adjustments for Converted Spiking Neural Networks. CoRR (2021)
Jason M. Allred, Steven J. Spencer, Gopalakrishnan Srinivasan, Kaushik Roy
Explicitly Trained Spiking Sparsity in Spiking Neural Networks with Backpropagation. CoRR (2020)
Jason M. Allred, Kaushik Roy
Stimulating STDP to Exploit Locality for Lifelong Learning without Catastrophic Forgetting. CoRR (2019)
Priyadarshini Panda, Jason M. Allred, Shriram Ramanathan, Kaushik Roy
ASP: Learning to Forget With Adaptive Synaptic Plasticity in Spiking Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 8 (1) (2018)
Jason M. Allred, Kaushik Roy
Convolving over time via recurrent connections for sequential weight sharing in neural networks. IJCNN (2017)
Priyadarshini Panda, Jason M. Allred, Shriram Ramanathan, Kaushik Roy
ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks. CoRR (2017)
Jason M. Allred, Kaushik Roy
Unsupervised incremental STDP learning using forced firing of dormant or idle neurons. IJCNN (2016)
Jason M. Allred, Sanghamitra Roy, Koushik Chakraborty
Dark Silicon Aware Multicore Systems: Employing Design Automation With Architectural Insight. IEEE Trans. Very Large Scale Integr. Syst. 22 (5) (2014)
Dean Michael Ancajas, Koushik Chakraborty, Sanghamitra Roy, Jason M. Allred
Tackling QoS-induced aging in exascale systems through agile path selection. CODES+ISSS (2014)
Jason M. Allred, Sanghamitra Roy, Koushik Chakraborty
Long term sustainability of differentially reliable systems in the dark silicon era. ICCD (2013)
Jason M. Allred, Sanghamitra Roy, Koushik Chakraborty
Designing for dark silicon: a methodological perspective on energy efficient systems. ISLPED (2012)