Phil Knag

A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

Gregory K. Chen, Raghavan Kumar, H. Ekin Sumbul et al. · IEEE Journal of Solid-State Circuits · 2018 · 197 citations

Flow Control, Engineering, Neural Networks (Machine Learning) +21

A Native Stochastic Computing Architecture Enabled by Memristors

Phil Knag, Wei Lü, Zhengya Zhang · IEEE Transactions on Nanotechnology · 2014 · 115 citations

Hardware Security, Non-volatile Memory, Electrical Engineering +15

DIMC: 2219TOPS/W 2569F2/b Digital In-Memory Computing Macro in 28nm Based on Approximate Arithmetic Hardware

Dewei Wang, Chuan-Tung Lin, Gregory K. Chen et al. · 2022 IEEE International Solid- State Circuits Conference (ISSCC) · 2022 · 100 citations

Convolutional Neural Network, Engineering, Computer Architecture +16

A 640M pixel/s 3.65mW sparse event-driven neuromorphic object recognition processor with on-chip learning

Jung Kuk Kim, Phil Knag, Thomas Chen et al. · 2015 · 80 citations

Engineering, Neural Networks (Machine Learning), High Throughput +21

A Sparse Coding Neural Network ASIC With On-Chip Learning for Feature Extraction and Encoding

Phil Knag, Jung Kuk Kim, Thomas Chen et al. · IEEE Journal of Solid-State Circuits · 2015 · 79 citations

Convolutional Neural Network, Engineering, Machine Learning +25