| Asp: Learning to forget with adaptive synaptic plasticity in spiking neural networks P Panda, JM Allred, S Ramanathan, K Roy IEEE Journal on Emerging and Selected Topics in Circuits and Systems 8 (1 …, 2017 | 84 | 2017 |
| Controlled forgetting: Targeted stimulation and dopaminergic plasticity modulation for unsupervised lifelong learning in spiking neural networks JM Allred, K Roy Frontiers in neuroscience 14, 7, 2020 | 42 | 2020 |
| Designing for dark silicon: a methodological perspective on energy efficient systems JM Allred, S Roy, K Chakraborty Proceedings of the 2012 ACM/IEEE international symposium on Low power …, 2012 | 42 | 2012 |
| Neuromorphic learning with Mott insulator NiO Z Zhang, S Mondal, S Mandal, JM Allred, NA Aghamiri, A Fali, Z Zhang, ... Proceedings of the National Academy of Sciences 118 (39), e2017239118, 2021 | 32 | 2021 |
| Dark Silicon Aware Multicore Systems: Employing Design Automation With Architectural Insight JM Allred, S Roy, K Chakraborty IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 1-1, 2013 | 23 | 2013 |
| Unsupervised incremental stdp learning using forced firing of dormant or idle neurons JM Allred, K Roy 2016 International Joint Conference on Neural Networks (IJCNN), 2492-2499, 2016 | 17 | 2016 |
| Stimulating stdp to exploit locality for lifelong learning without catastrophic forgetting JM Allred, K Roy arXiv preprint arXiv:1902.03187, 2019 | 7 | 2019 |
| Explicitly trained spiking sparsity in spiking neural networks with backpropagation JM Allred, SJ Spencer, G Srinivasan, K Roy arXiv preprint arXiv:2003.01250, 2020 | 5 | 2020 |
| Designing, Optimizing, and Sustaining Heterogeneous Chip Multiprocessors to Systematically Exploit Dark Silicon JM Allred UTAH STATE UNIVERSITY, 2013 | 5 | 2013 |
| Tackling QoS-induced aging in exascale systems through agile path selection DM Ancajas, K Chakraborty, S Roy, J Allred Proceedings of the 2014 International Conference on Hardware/Software …, 2014 | 4 | 2014 |
| Long term sustainability of differentially reliable systems in the dark silicon era JM Allred, S Roy, K Chakraborty 2013 IEEE 31st International Conference on Computer Design (ICCD), 70-77, 2013 | 4 | 2013 |
| L4-Norm Weight Adjustments for Converted Spiking Neural Networks J Allred, K Roy arXiv preprint arXiv:2111.09446, 2021 | 3 | 2021 |
| Convolving over Time via Recurrent Connections for Sequential Weight Sharing in Neural Networks J Allred, K Roy International Joint Conference on Neural Networks, 2017 | 1 | 2017 |
| Adapting Neural Network Learning Algorithms for Neuromorphic Implementations JM Allred Purdue University, 2021 | | 2021 |
| Sustainable differentially reliable architecture for dark silicon JM Allred, K Chakraborty, S Roy US Patent 9,213,577, 2015 | | 2015 |
| SoC FPAA Hardware Implementation of a VMM+ WTA Embedded Learning Classifier...... S. Shah and J. Hasler 28 Analog Spike-Timing-Dependent Resistive Crossbar Design for Brain … C Zhao, K Hamedani, J Li, Y Yi, P Panda, JM Allred, S Ramanathan, ... | | |
Kaushik RoyProfessor of Electrical and Computer Engineering, Purdue UniversityВерификована је имејл адреса на purdue.edu