June 21, 2022
The Evolution of Neural Processing for Embedded Applications

Gordon Cooper
It's been ten years since AlexNet, a deep learning convolutional neural network (CNN) model running on GPUs, displaced more traditional vision processing algorithms to win the ImageNet Large Scale Visual Recognition Competition (ILSVRC). AlexNet, and its successors, provided significant improvements in object classification accuracy at the cost of intense computational complexity and large datasets. In other words, it took a lot of data movement and a lot of multiplies and accumulations to achieve this record-breaking accuracy. In the academic community, the rush was on to improve neural network optimization techniques to increase accuracy and performance while minimize power and area efficiency for practical applications. more >>
VIP and verification solutions for CXL, PCIe, HBM3 more >>
Frac-N, LC clock multiplier PLL with frequency spreading and ultra-low jitter. more >>
VeriSilicon Bluetooth Dual-Mode (BTDM)...
from VeriSilicon
VeriSilicon 802.11ah RF IP
from VeriSilicon
ST 6-bit, 20 GSPS Analog to Digital Converter IP block
from Alphacore
CCSDS AR4JA LDPC Decoder and Encoder - Global IP Core
from Global IP Core
TSMC CLN7FF 7nm Clock Generator PLL - 800MHz-4000MHz
from True Circuits
TSMC CLN28HPC+ 28nm DDR 4/3 PHY - 3200Mbps
from True Circuits
1G-16G SerDes IP, Supports (Silicon Proven in TSMC...
from T2M
11nm Samsung I/O Library from Certus Semiconductor
Wi-Fi 802.11 ax /Bluetooth LE...
from T2M
DVB-S2X LDPC Decoder ASIC or FPGA - Global IP Core
from Global IP Core
HDMI 2.1 Forward Error Correction (FEC) Receiver from Rambus
HDMI 2.1 Forward Error Correction (FEC) Transmitter from Rambus
Path Margin Monitor IP
from Synopsys
ISP (Image Signal Processor) with the minimum...
from Shikino High-Tech
H.265/HEVC 422 10bit Decoder for 4K
from Techno Mathematical Co., Ltd.
H.265/HEVC 422 10bit Encoder for 4K
from Techno Mathematical Co., Ltd.
QOI Lossless Image Compression Core from CAST
QOI Lossless Image Decompression Core from CAST
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SDRAM DDR4/3/2 & LPDDR4/3/2 Hardened PHY - TSMC 16FFC,FF
from Dolphin Technology
SmartDV's eDP Receiver IP
from SmartDV
LVDS Transceiver IP - Designed for TSMC 130nm from Mixel
Ethernet TSN MAC 10M/100M/1G/2.5G,...
from Comcores
Programmable CMOS LVDS Transmitter/Receiver
from NTLab
Reduced Gigabit Media Independent Interface from Mentor
MIPI DSI Transmitter Controller
from L&T Technology Services
Ethernet MAC 40G/100G, a complete IEEE 802.3 Ethernet...
from Comcores
MIPI CSI-2 Receiver Controller
from L&T Technology Services

IMG RTXM for real-time applications: the first RISC-V Catapult CPU from Imagination. A highly scalable, 32-bit design, it’s ideal as a helper core for complex SoCs and for markets such as 5G modems. more >>
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Silicon Creations provides world-class silicon intellectual property (IP) for precision and general-purpose timing PLLs, SerDes and high-speed differential I/Os. The company’s IP is in production from 5 to 180 nanometer process technologies. With a complete commitment to customer success, its IP has an excellent record of first silicon to mass production in customer designs. more >>
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