MP8b.5

ALBS: Auto-Learnable Binary Shortcuts, Fully Binarized Skip Connections for BNN

Haci-Yusuf Gundogan, William Guicquero, Henri-Pierre Charles, CEA, France
Session:
MP8b: Track G Session II Poster
Track:
Architectures and Implementation
Location:
Merrill Hall
Presentation Time:
Mon, 26 Oct, 15:30 - 17:10 PT (UTC -7)
Presentation
Discussion
Resources
No resources available.
Session MP8b
MP8b.1: Exploring Reliable Voter Designs Based on Comparator Networks
Yuchen He, Behrooz Parhami, University of California, Santa Barbara, United States
MP8b.2: Direction-Preserving Number Representations
Bardia Zadeh, George Constantinides, Imperial College London, United Kingdom
MP8b.3: Optimizing Partition Schemes for Table-Based Elementary Function Approximation
Jacob Pease, James Stine, Oklahoma State University, United States
MP8b.4: New Number Formats for DSP: A Case Study on FFT IP Cores in Optical OFDM Transceivers
Lukas Krupp, Gustavo Magalhães Gomes De Souza, RPTU University Kaiserslautern-Landau, Germany; Sani Nassif, Radyalis LLC, Germany; Norbert Wehn, RPTU University Kaiserslautern-Landau, Germany
MP8b.5: ALBS: Auto-Learnable Binary Shortcuts, Fully Binarized Skip Connections for BNN
Haci-Yusuf Gundogan, William Guicquero, Henri-Pierre Charles, CEA, France
MP8b.6: Wi-Fi-Based Radio Frequency Fingerprint Identification (RFFI) Models for Edge Devices
Faith Mulugeta, Joseph Cavallaro, Rice University, United States
MP8b.7: On Parallelism in Floating-Point FPGA Implementations of Symmetric Matrix Inversion
Olle Hansson, Simon Bjurek, Oscar Gustafsson, Linköping University, Sweden
MP8b.8: Practical Hardware Operation Analysis and Crossover Points for Fast Convolution Algorithms
Weiwei Wang, University of South Alabama, United States; Victor Debrunner, Linda Debrunner, Florida State University, United States
MP8b.9: Deterministic Synchronization for Distributed Signal Processing: A Node-Count-Independent Skew Bound via Shared Bus and MMCM Phase Correction
Christina Carreon, Christoph Lauter, The University of Texas at El Paso, United States; Martin Kumm, Open Radio Systems, Germany
MP8b.10: High-Throughput Energy-Efficient JPEG Decoding on a Fine-Grain Many-Core Processor
Yechengnuo Zhang, Basheer Ammar, Bevan Baas, University of California, Davis, United States
MP8b.11: Self-checking RISC-V Vector Certification Suite
Yun-Jie Tai, James Kaden Cassidy, David Harris, Harvey Mudd College, United States
MP8b.12: RemoteRF: An Open-Source, Remotely Accessible Software-Defined Radio Platform for Wireless Research and Education
Ethan Ge, Ian Roberts, University of California, Los Angeles, United States
MP8b.13: mmToolkit: A 60 GHz Phased Array Channel Sounder using Off-the-Shelf Hardware
Kanishka Roy, Ian Roberts, University of California, Los Angeles, United States
MP8b.14: Towards Higher-Order Ising Machines for Short-Blocklength LDPC Decoding
Abhimanyu Kumar, Ulya R. Karpuzcu, Chris H. Kim, Sachin S. Sapatnekar, University of Minnesota, United States
MP8b.15: libsccvec: a Vectorized IEEE754 Emulation Library for the AI Decade
Ray Castaneda, Briana Cervantes, Samin Islam, Christoph Lauter, Shirley Moore, Kristalys Ruiz-Rohena, Sariyah Russell, Epifanio Sarinana, University of Texas at El Paso, United States
Contacts