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06/25/2020
Constant-Depth and Subcubic-Size Threshold Circuits for Matrix Multiplication
Boolean circuits of McCulloch-Pitts threshold gates are a classic model ...
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09/25/2018
Resilient Computing with Reinforcement Learning on a Dynamical System: Case Study in Sorting
Robots and autonomous agents often complete goal-based tasks with limite...
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12/20/2017
Tracking Cyber Adversaries with Adaptive Indicators of Compromise
A forensics investigation after a breach often uncovers network and host...
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11/10/2017
Dynamic Analysis of Executables to Detect and Characterize Malware
It is needed to ensure the integrity of systems that process sensitive i...
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10/26/2017
Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation
The high dimensionality of hyperspectral imaging forces unique challenge...
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07/31/2017
Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator
Neural networks are an increasingly attractive algorithm for natural lan...
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03/21/2017
A Digital Neuromorphic Architecture Efficiently Facilitating Complex Synaptic Response Functions Applied to Liquid State Machines
Information in neural networks is represented as weighted connections, o...
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12/12/2016
