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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 Advanced Neural Network Applications Open access cited by 1 patent
Jure Vreča, Karl J. X. Sturm, Ernest Gungl, Farhad Merchant, Paolo Bientinesi, Rainer Leupers, +1 more
17citations -
ConfASR: A Conformer Block Accelerator for Speech Recognition Optimized for Edge Devices2026 RWTH Publications (RWTH Aachen) article Computer Science Speech Recognition and Synthesis Open access
Malte Wabnitz, M. Nilovic, Finn Scholz, Dominik Friedrich, Christian Dominik Lanius, Jie Lou, +1 more
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations -
Achieving Over 10 $$\times $$ Faster Sample Generation with Conditional Denoising Diffusion2026 Lecture notes in computer science conference-paper Computer Science Image and Signal Denoising Methods
André Filipe Ferreira, Gijs Luijten, Behrus Puladi, Jens Kleesiek, Victor Alves, Jan Egger
0citations -
Algorithm-Hardware Implications of Softmax Approximations for In-Memory Computing-Based LLM Accelerators2026 IEEE Journal on Emerging and Selected Topics in Circuits and Systems article Computer Science Parallel Computing and Optimization Techniques Open access
Jan Finkbeiner, Sebastian Siegel, Chirag Sudarshan, Yuankang Zhao, John Paul Strachan, Emre Neftci
0citations -
ConfASR: A Conformer Block Accelerator for Speech Recognition Optimized for Edge Devices2026 Asia and South Pacific Design Automation Conference (ASP-DAC) conference-paper Computer Science Advanced Neural Network Applications
Malte Wabnitz, M. Nilovic, Finn Scholz, Dominik Friedrich, Christian Lanius, Jie Lou, +1 more
1citations -
CIMFlow: Modelling Dataflow in Cross-Layer Compute-in-Memory Deep Learning Accelerators2025 ACM Transactions on Embedded Computing Systems article Computer Science Parallel Computing and Optimization Techniques Open access
José Cubero-Cascante, Lenka Schneider, Rebecca Pelke, Arunkumar M. Vaidyanathan, Rainer Leupers, Jan Moritz Joseph
0citations -
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems2020 arXiv (Cornell University) preprint Computer Science Numerical Methods and Algorithms Open access
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash S. Kumar
4citations
25 results