Cover Image

A Quantitative Evaluation of Approximate Softmax Functions for Deep Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Leiva-Valverde, Anthony, Elizondo-Fernández, Fabricio, León-Vega, Luis G., Meinhardt, Cristina, Castro-Godínez, Jorge
Format:	Preprint
Published:	2025
Subjects:	Hardware Architecture Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Single-Event Upset Analysis of a Systolic Array based Deep Neural Network Accelerator
by: Jonckers, Naïn, et al.
Published: (2024)

ONE-SA: Enabling Nonlinear Operations in Systolic Arrays for Efficient and Flexible Neural Network Inference
by: Sun, Ruiqi, et al.
Published: (2024)

DeepVigor+: Scalable and Accurate Semi-Analytical Fault Resilience Analysis for Deep Neural Network
by: Ahmadilivani, Mohammad Hasan, et al.
Published: (2024)

SparseDPD: A Sparse Neural Network-based Digital Predistortion FPGA Accelerator for RF Power Amplifier Linearization
by: Versluis, Manno, et al.
Published: (2025)

Ellora: Exploring Low-Power OFDM-based Radar Processors using Approximate Computing
by: Bhattacharjya, Rajat, et al.
Published: (2023)

MUSIC-lite: Efficient MUSIC using Approximate Computing: An OFDM Radar Case Study
by: Bhattacharjya, Rajat, et al.
Published: (2024)

Interference Suppression for Massive MU-MIMO Long-Term Beamforming with Matrix Inversion Approximation
by: Kiani, Amirreza, et al.
Published: (2026)

FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
by: Liu, Mengxi, et al.
Published: (2023)

In-Memory Computing Enabled Deep MIMO Detection to Support Ultra-Low-Latency Communications
by: Ding, Tingyu, et al.
Published: (2025)

Low Complexity Deep Learning Augmented Wireless Channel Estimation for Pilot-Based OFDM on Zynq System on Chip
by: Sharma, Animesh, et al.
Published: (2024)

Demonstrator Testbed for Effective Precoding in MEO Multibeam Satellites
by: González-Rios, Jorge L., et al.
Published: (2025)

AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming
by: Sahoo, Siva Satyendra, et al.
Published: (2023)

Practical Timing Closure in FPGA and ASIC Designs: Methods, Challenges, and Case Studies
by: Darvishi, Mostafa
Published: (2025)

RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction
by: Wang, Hao, et al.
Published: (2024)

Designing Spatial Architectures for Sparse Attention: STAR Accelerator via Cross-Stage Tiling
by: Wang, Huizheng, et al.
Published: (2025)

PADE: A Predictor-Free Sparse Attention Accelerator via Unified Execution and Stage Fusion
by: Wang, Huizheng, et al.
Published: (2025)

A 0.32 mm$^2$ 100 Mb/s 223 mW ASIC in 22FDX for Joint Jammer Mitigation, Channel Estimation, and SIMO Data Detection
by: Elmiger, Jonas, et al.
Published: (2025)

Spectral Impact of Mismatches in Interleaved ADCs
by: Guichemerre, Jérémy, et al.
Published: (2026)

12-bit Delta-Sigma ADC operating at a temperature of up to 250C in Standard 0.18 $μ$m SOI CMOS
by: Sbrana, Christian, et al.
Published: (2024)

InfiniteEn: A Multi-Source Energy Harvesting System with Load Monitoring Module for Batteryless Internet of Things
by: Puluckul, Priyesh Pappinisseri, et al.
Published: (2024)

Compute SNR-Optimal Analog-to-Digital Converters for Analog In-Memory Computing
by: Kavishwar, Mihir, et al.
Published: (2025)

Fixed-Throughput GRAND with FIFO Scheduling
by: Christen, Filippo, et al.
Published: (2025)

Decade-Bandwidth RF-Input Pseudo-Doherty Load Modulated Balanced Amplifier using Signal-Flow-Based Phase Alignment Design
by: Gong, Pingzhu, et al.
Published: (2024)

Design and In-training Optimization of Binary Search ADC for Flexible Classifiers
by: Duarte, Paula Carolina Lozano, et al.
Published: (2024)

A Custom IC Layout Generation Engine Based on Dynamic Templates and Grids
by: Shin, Taeho, et al.
Published: (2022)

Hardware Implementation of Soft Mapper/Demappers in Iterative EP-based Receivers
by: Schilling, Ian Fischer, et al.
Published: (2024)

Automated SAR ADC Sizing Using Analytical Equations
by: Li, Zhongyi, et al.
Published: (2025)

Low-power, Energy-efficient, Cardiologist-level Atrial Fibrillation Detection for Wearable Devices
by: Loroch, Dominik, et al.
Published: (2025)

Splitting Precoding with Subspace Selection and Quantized Refinement for Massive MIMO
by: Khorsandmanesh, Yasaman, et al.
Published: (2026)

Quantized Precoding for Maximizing Sum Rate in MU-MIMO Systems with Constrained Fronthaul
by: Khorsandmanesh, Yasaman, et al.
Published: (2026)

ListenToJESD204B: A Lightweight Open-Source JESD204B IP Core for FPGA-Based Ultrasound Acquisition systems
by: Bhattacharjee, Soumyo, et al.
Published: (2025)

A Spatial Array for Spectrally Agile Wireless Processing
by: Rasteh, Ali, et al.
Published: (2025)

Pipeline Stage Resolved Timing Characterization of FPGA and ASIC Implementations of a RISC V Processor
by: Darvishi, Mostafa
Published: (2025)

A Digital SRAM-Based Compute-In-Memory Macro for Weight-Stationary Dynamic Matrix Multiplication in Transformer Attention Score Computation
by: Yu, Jianyi, et al.
Published: (2025)

Variable Point: A Number Format for Area- and Energy-Efficient Multiplication of High-Dynamic-Range Numbers
by: Mirfarshbafan, Seyed Hadi, et al.
Published: (2025)

Scalable Wavelength Arbitration for Microring-based DWDM Transceivers
by: Choi, Sunjin, et al.
Published: (2024)

Channel-Coherence-Adaptive Two-Stage Fully Digital Combining for mmWave MIMO Systems
by: Khorsandmanesh, Yasaman, et al.
Published: (2025)

Forward and Reverse Converters for the Moduli-Set $\{2^{2q+1},2^q+2^{q-1}\pm1\}$
by: Jaberipur, Ghassem, et al.
Published: (2024)

A 0.03${mm}^2$ 100-250MHz Charge-Pump or Amplifier-Less Integrating Sub-Sampling PLL for Ultra-low Power Communication and Computing
by: Ray, Yudhajit, et al.
Published: (2024)

MEDUSA: Scalable Biometric Sensing in the Wild through Distributed MIMO Radars
by: Li, Yilong, et al.
Published: (2023)