Signal Prediction for Digital Circuits by Sigmoidal Approximations using Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Salzmann, Josef, Schmid, Ulrich |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Hybrid Delay Model for Interconnected Multi-Input Gates
by: Ferdowsi, Arman, et al.
Published: (2024)
by: Ferdowsi, Arman, et al.
Published: (2024)
Symbolic Timing Analysis of Digital Circuits Using Analytic Delay Functions
by: Thaqi, Era, et al.
Published: (2025)
by: Thaqi, Era, et al.
Published: (2025)
Faithful Dynamic Timing Analysis of Digital Circuits Using Continuous Thresholded Mode-Switched ODEs
by: Ferdowsi, Arman, et al.
Published: (2024)
by: Ferdowsi, Arman, et al.
Published: (2024)
Graph Neural Networks Based Analog Circuit Link Prediction
by: Pan, Guanyuan, et al.
Published: (2025)
by: Pan, Guanyuan, et al.
Published: (2025)
Designing Approximate Arithmetic Circuits with Combined Error Constraints
by: Češka, Milan, et al.
Published: (2022)
by: Češka, Milan, et al.
Published: (2022)
Evolutionary Approximation of Ternary Neurons for On-sensor Printed Neural Networks
by: Mrazek, Vojtech, et al.
Published: (2024)
by: Mrazek, Vojtech, et al.
Published: (2024)
Efficient Nonlinear Function Approximation in Analog Resistive Crossbars for Recurrent Neural Networks
by: Yang, Junyi, et al.
Published: (2024)
by: Yang, Junyi, et al.
Published: (2024)
Binary Neural Network Implementation for Handwritten Digit Recognition on FPGA
by: Ertörer, Emir Devlet, et al.
Published: (2025)
by: Ertörer, Emir Devlet, et al.
Published: (2025)
DEMOTIC: A Differentiable Sampler for Multi-Level Digital Circuits
by: Ardakani, Arash, et al.
Published: (2025)
by: Ardakani, Arash, et al.
Published: (2025)
Automated Placement of Analog Integrated Circuits using Priority-based Constructive Heuristic
by: Grus, Josef, et al.
Published: (2024)
by: Grus, Josef, et al.
Published: (2024)
SWAPPER: Dynamic Operand Swapping in Non-commutative Approximate Circuits for Online Error Reduction
by: Traiola, Marcello, et al.
Published: (2025)
by: Traiola, Marcello, et al.
Published: (2025)
Python-based DSL for generating Verilog model of Synchronous Digital Circuits
by: Datar, Mandar, et al.
Published: (2024)
by: Datar, Mandar, et al.
Published: (2024)
High-Level Synthesis of Digital Circuits from Template Haskell and SDF-AP
by: Folmer, Hendrik, et al.
Published: (2025)
by: Folmer, Hendrik, et al.
Published: (2025)
OptGM: An Optimized Gate Merging Method to Mitigate NBTI in Digital Circuits
by: Hajisadeghi, Amir M., et al.
Published: (2025)
by: Hajisadeghi, Amir M., et al.
Published: (2025)
From Circuits to SoC Processors: Arithmetic Approximation Techniques & Embedded Computing Methodologies for DSP Acceleration
by: Leon, Vasileios
Published: (2023)
by: Leon, Vasileios
Published: (2023)
Overcoming Quadratic Hardware Scaling for a Fully Connected Digital Oscillatory Neural Network
by: Haverkort, Bram, et al.
Published: (2025)
by: Haverkort, Bram, et al.
Published: (2025)
AutoPDR: Circuit-Aware Solver Configuration Prediction for Hardware Model Checking
by: Hu, Guangyu, et al.
Published: (2026)
by: Hu, Guangyu, et al.
Published: (2026)
SRAM-PG: Power Delivery Network Benchmarks from SRAM Circuits
by: Shen, Shan, et al.
Published: (2024)
by: Shen, Shan, et al.
Published: (2024)
Ultra Low-Power SDM-based Circuit-Switching for Networks-on-Chip
by: Zaeemi, Meysam, et al.
Published: (2026)
by: Zaeemi, Meysam, et al.
Published: (2026)
Design and Analysis of Approximate Hardware Accelerators for VVC Intra Angular Prediction
by: de Fraga, Lucas M. Leipnitz, et al.
Published: (2025)
by: de Fraga, Lucas M. Leipnitz, et al.
Published: (2025)
CIMPool: Scalable Neural Network Acceleration for Compute-In-Memory using Weight Pools
by: Li, Shurui, et al.
Published: (2025)
by: Li, Shurui, et al.
Published: (2025)
Human-AI Interaction: Evaluating LLM Reasoning on Digital Logic Circuit included Graph Problems, in terms of creativity in design and analysis
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
by: Thota, Yogeswar Reddy, et al.
Published: (2026)
Approximate Multiplier Induced Error Propagation in Deep Neural Networks
by: Alahakoon, A. M. H. H., et al.
Published: (2025)
by: Alahakoon, A. M. H. H., et al.
Published: (2025)
Low Power Approximate Multiplier Architecture for Deep Neural Networks
by: Jaswal, Pragun, et al.
Published: (2025)
by: Jaswal, Pragun, et al.
Published: (2025)
CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
by: Fang, Wenji, et al.
Published: (2025)
by: Fang, Wenji, et al.
Published: (2025)
FuncGNN: Learning Functional Semantics of Logic Circuits with Graph Neural Networks
by: Zhao, Qiyun
Published: (2025)
by: Zhao, Qiyun
Published: (2025)
ObfAx: Obfuscation and IP Piracy Detection in Approximate Circuits
by: Sekanina, Lukas, et al.
Published: (2026)
by: Sekanina, Lukas, et al.
Published: (2026)
MultiVic: A Time-Predictable RISC-V Multi-Core Processor Optimized for Neural Network Inference
by: Kirschner, Maximilian, et al.
Published: (2025)
by: Kirschner, Maximilian, et al.
Published: (2025)
ApproxGNN: A Pretrained GNN for Parameter Prediction in Design Space Exploration for Approximate Computing
by: Vlcek, Ondrej, et al.
Published: (2025)
by: Vlcek, Ondrej, et al.
Published: (2025)
A Quantitative Evaluation of Approximate Softmax Functions for Deep Neural Networks
by: Leiva-Valverde, Anthony, et al.
Published: (2025)
by: Leiva-Valverde, Anthony, et al.
Published: (2025)
Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network
by: Ni, Liwei, et al.
Published: (2024)
by: Ni, Liwei, et al.
Published: (2024)
Co-Design of CNN Accelerators for TinyML using Approximate Matrix Decomposition
by: Morales, José Juan Hernández, et al.
Published: (2026)
by: Morales, José Juan Hernández, et al.
Published: (2026)
Hardware-Efficient FPGA Implementation of Sigmoid Function Using Mixed-Radix Hyperbolic Rotation CORDIC
by: Panchal, Chintan, et al.
Published: (2026)
by: Panchal, Chintan, et al.
Published: (2026)
AxMED: Formal Analysis and Automated Design of Approximate Median Filters using BDDs
by: Mrazek, Vojtech, et al.
Published: (2025)
by: Mrazek, Vojtech, et al.
Published: (2025)
LLM-based AI Agent for Sizing of Analog and Mixed Signal Circuit
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Evaluation of Run-Time Energy Efficiency using Controlled Approximation in a RISC-V Core
by: Delavari, Arvin, et al.
Published: (2024)
by: Delavari, Arvin, et al.
Published: (2024)
CPPL: A Circuit Prompt Programming Language
by: Yin, Shuo, et al.
Published: (2026)
by: Yin, Shuo, et al.
Published: (2026)
JugglePAC: A Pipelined Accumulation Circuit
by: Houraniah, Ahmad, et al.
Published: (2023)
by: Houraniah, Ahmad, et al.
Published: (2023)
Recurrent CircuitSAT Sampling for Sequential Circuits
by: Ardakani, Arash, et al.
Published: (2025)
by: Ardakani, Arash, et al.
Published: (2025)
EEsizer: LLM-Based AI Agent for Sizing of Analog and Mixed Signal Circuit
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
Similar Items
-
A Hybrid Delay Model for Interconnected Multi-Input Gates
by: Ferdowsi, Arman, et al.
Published: (2024) -
Symbolic Timing Analysis of Digital Circuits Using Analytic Delay Functions
by: Thaqi, Era, et al.
Published: (2025) -
Faithful Dynamic Timing Analysis of Digital Circuits Using Continuous Thresholded Mode-Switched ODEs
by: Ferdowsi, Arman, et al.
Published: (2024) -
Graph Neural Networks Based Analog Circuit Link Prediction
by: Pan, Guanyuan, et al.
Published: (2025) -
Designing Approximate Arithmetic Circuits with Combined Error Constraints
by: Češka, Milan, et al.
Published: (2022)