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Accelerating Deep Learning Inference in Constrained Embedded Devices Using Hardware Loops and a Dot Product Unit2020 IEEE Access article Computer Science Parallel Computing and Optimization Techniques Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
Automated design of error-resilient and hardware-efficient deep neural networks2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents
Christoph Schorn, Thomas Elsken, Sebastian Vogel, Armin Runge, Andre Guntoro, Gerd Ascheid
40citations -
SPArch: A Hardware-oriented Sketch-based Architecture for High-speed Network Flow Measurements2024 ACM Transactions on Privacy and Security article Computer Science Network Packet Processing and Optimization Open access
Arish Sateesan, Jo Vliegen, Simon Scherrer, Hsu‐Chun Hsiao, Adrian Perrig, Nele Mentens
3citations -
Hardware Realization of Neuromorphic Computing with a 4-Port Photonic Reservoir for Modulation Format Identification2024 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, +6 more
2citations -
Hardware Security Primitives Using Passive RRAM Crossbar Array2023 Asia and South Pacific Design Automation Conference (ASP-DAC) conference-paper Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Simranjeet Singh, Furqan Zahoor, Gokul Rajendran, Sachin Patkar, Anupam Chattopadhyay, Farhad Merchant
10citations -
Hardware Security Primitives using Passive RRAM Crossbar Array: Novel TRNG and PUF Designs2022 arXiv (Cornell University) preprint Computer Science Physical Unclonable Functions (PUFs) and Hardware Security Open access
Simranjeet Singh, Furqan Zahoor, Gokulnath Rajendran, Sachin Patkar, Anupam Chattopadhyay, Farhad Merchant
1citations -
QS4D: Quantization‐Aware Training for Efficient Hardware Deployment of Structured State‐Space Sequential Models2026 Advanced Intelligent Systems article Computer Science Advanced Neural Network Applications Open access
Sebastian Siegel, Ming-Jay Yang, Younes Bouhadjar, Maxime Fabre, Emre Neftci, John Paul Strachan
1citations -
Hardware realization of neuromorphic computing with a 4–port photonic reservoir for modulation format identification2025 Neuromorphic Computing and Engineering article Computer Science Neural Networks and Reservoir Computing Open access
Enes Şeker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, +6 more
3citations