Keyword: Spiking Neural Networks - Blacklight Search Results

Open Access

Author:: Nagarajan, Karthikeyan
Title:: Exploring Security Challenges and Opportunities in Emerging Memory and Computing Technologies
Graduate Program:: Computer Science and Engineering
Keywords:: Non Volatile Memory
Artificial Intelligence
In-Memory Computing
Spiking Neural Networks
Fault Injection
Information Leakage
Denial of Service
Hardware Trojan
Side Channel Attack
File:: Download PhD_Thesis_Karthikeyan_Nagarajan_Revised.pdf
Committee Members:: Swaroop Ghosh, Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Mehdi Kiani, Major Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Singh, Sonali
Title:: Co-Architecting Brain-inspired Algorithms and Hardware for Performance and Energy Efficiency
Graduate Program:: Computer Science and Engineering
Keywords:: Spiking Neural Networks
Neuromorphic Computing
Gradient descent
Low-power architectures
bio-inspired sensors
File:: Download NeuroCompDissertationDraftFinal.pdf
Committee Members:: Vijaykrishnan Narayanan, Co-Chair & Dissertation Advisor
Chitaranjan Das, Co-Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Lu, Sen
Title:: Achieving Efficient Neuromorphic Computing Through Hybrid Approaches
Graduate Program:: Computer Science and Engineering
Keywords:: Neuromorphic Computing
Spiking Neural Networks
Algorithm-hardware Co-Optimization
Machine Learning
Computer Vision
Adversarial Attack
Unsupervised Learning
File:: Download PS_Dissertation_final.pdf
Committee Members:: Antonio Blanca, Professor in Charge/Director of Graduate Studies
Dezhe Jin, Outside Unit & Field Member
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Chair & Dissertation Advisor
Mahanth Gowda, Major Field Member

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