Lectures

Date	Slides	Accompanying Material	Recordings
8/23/2022	Lecture 1 - Introduction and Overview
8/25/2022	Lecture 2 - SoC Design Methodology and IP	Chapter 38: Design Automation for Microelectronics, Handbook of Automation Industrial IP Integration Flows based on IP-XACT Standards	Lecture 2
8/30/2022	Lecture 3 - Lab and MP Overview MP1 Lab Session Slides	Verilog Overview The Verilog Hardware Description Language 5th Edition	Lecture 3 MP1 Introduction and Verilog Review
9/1/2022	Lecture 4 - Hardware	System-Level Design Solutions: Enabling the IoT Explosion
9/6/2022	Lecture 5 - Embedded Systems Architecture, Analog Components & Embedded Software	Improving Embedded Software Design and Integration in SoCs Embedded Software	Lecture 5
9/8/2022	Lecture 6 - Reconfigurable Computing	Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures A Novel SoC Architecture on FPGA for Ultra Fast Face Detection	Lecture 6
9/13/2022	Lecture 7 - System Modeling MP2 Lab Session Slides		Lecture 7 MP2 Lab Session
9/15/2022	Lecture 8 - Accelerator Design	Efficient GPGPU Computing with Cross-Core Resource Sharing and Core Reconfiguration	Lecture 8
9/20/2022	Lecture 9 & 10 - Hardware Software Co-Design	Codex-dp: Co-design of Communicating Systems Using Dynamic Programming Parallel Code-Specific CPU Simulation with Dynamic Phase Convergence Modeling for HW/SW Co-Design A polyhedral-based SystemC modeling and generation framework for effective low-power design space exploration Accurate High-Level Modeling and Automated Hardware/Software Co-Design for Effective SoC Design Space Exploration	Lecture 9 Lecture 9 Supplemental Video
9/22/2022	Same slides as previous lecture.		Lecture 10
9/22/2022	Lecture 11 - High-Level Synthesis		Lecture 11
9/29/2022	Lecture 12 - Common Techniques of Modern High-Level Synthesis		Lecture 12
10/4/2022	Lecture 13 - High-Level Synthesis: Synthesizability and HLS-architecture co-design MP3 Lab Session Slides	Architectural Synthesis Integrated with Global placement for Multi-Cycle Communication	Lecture 13 MP3 Lab Session
10/6/2022	Lecture 14 - Advanced Scheduling Algorithms	Force-Directed Scheduling for the Behavioral Synthesis of ASIC's	Lecture 14
10/11/2022	Lecture 15 - Binding	LOPASS: A Low-Power Architectural Synthesis System for FPGAs With Interconnect Estimation and Optimization	Lecture 15
10/13/2022	Lecture 16 - MLIR and ScaleHLS	MLIR: Scaling Compiler Infrastructure for Domain Specific Computation ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation	Lecture 16
10/18/2022	Lecture 17 - Fundamentals of Deep Neural Networks MP4 Lab Session Slides		Lecture 17 MP4 Lab Session
10/20/2022	Lecture 18 - DNN Inference Accelerators Part 1		Lecture 18
10/25/2022	Lecture 19 - DNN Inference Acceleration II	High-Performance Video Content Recognition with Long-term REcurrent Convolutional Network for FPGA DNNBuilder: an Automated Tool for Building High-Performance DNN Hardware Accelerators for FPGAs Optimizing FPGA-based Accelerator Design for Deep Convolutional Neural Networks	Lecture 19
10/27/2022	Lecture 20 - Research Project		Lecture 20
11/1/2022	Lecture 21 - GPUs		Lecture 21
11/10/2022	Lecture 22 - FCUDA	Multilevel Granularity Parallelism Synthesis on FPGAs FCUDA: Enabling Efficient Compilation of CUDA Kernels onto FPGAs	Lecture 22
11/15/2022	Lecture 23 - ML Algorithm/Hardware Co-Design		Lecture 24 YouTube Video

ECE 527

SoC Design

Fall 2022

Lectures

Date

Slides

Accompanying Material

Recordings