296 Histogramming

296 : Histogramming

Design render

Histogramming on Chip for Short Luminescence Signals

Isil Isiksalan

09 November 2024

Background

To measure the lifetime of short luminescence signals effectively, Time-Correlated Single Photon Counting (TCSPC) is commonly used. TCSPC measures the time intervals between photon pulse detections and a synchronized reference signal, usually from a laser. This data is used to create a histogram of photon arrival times, which helps in calculating luminescence lifetimes.

This module is useful in TCSPC systems, particularly after a Time-to-Digital Converter (TDC)
or other time-tagging components. It processes 6-bit time-tagged data by sorting these events into
bins. Designed for systems capable of supporting up to 64 bins, our module uses only the odd-
numbered bins, mapping data into 32 bins to save space. This approach allows the estimation of
missing bins after the decay fitting process.

## Main Idea

The main idea is to integrate histogramming functionality within a digital chip to simplify data
processing.


## Overview of thettumhistogrammingModule

Thettumhistogrammingmodule is designed for digital signal processing, particularly for tasks
that require data binning based on their values. Implemented in Verilog, this module handles
an 8-bit input stream, using the last 6 bits to classify values, and communicates the status and
results of its operations through a finite state machine with states IDLE, OUTPUTDATA, and
RESETBINS.

## Description of the Module

### Inputs and Outputs:

- Inputs:
    - uiin[7:0]: Main 8-bit input where binning is derived from the last 6 bits.
    - uioin[7:0]: Auxiliary input, not used in the current logic.
    - clk: Clock input for synchronization.
    - rstn: Active-low reset signal.
    - ena: Enable signal to activate histogramming.
- Outputs:
    - uoout[7:0]: Outputs the count of the current bin.
    - uioout[7:0]: Provides status flags including data validity, last bin output, and readi-
       ness for new data.
    - uiooe[7:0]: Output enable signal foruioout.

### Working Principle:

1.Initialization and Resetting:Clears bins to zero and sets the module for new data intake.


2.Data Handling and Binning:Receives data, determines the bin index, and updates bin counts according to the input conditions.


3.State Management:Manages data output and resets based on binning outcomes.

### Module Testing

The module underwent thorough testing using a testbench that simulated various operational sce-
narios, including:

- Initial reset and setup.
- Ignoring even-numbered inputs.
- Filling multiple odd bins and managing overflow conditions.
- Checking reset functionality after data output.


- Testing operational robustness with manipulated enable signals.

All tests verified the module’s functionality.

IO

#InputOutputBidirectional
0ui_in[0]uo_out[0]
1ui_in[1]uo_out[1]
2ui_in[2]uo_out[2]
3ui_in[3]uo_out[3]
4ui_in[4]uo_out[4]
5ui_in[5]uo_out[5]
6ui_in[6]uo_out[6]
7ui_in[7]uo_out[7]

Chip location

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implementation of LIF) tt_um_algofoogle_tt09_ring_osc2 (Verilog ring oscillator V2) tt_um_dff_mem (dff_mem) tt_um_nomuwill (16 Bit Izhikevich Neuron) tt_um_digital_clock_example (7-Segment Digital Desk Clock) tt_um_udxs (Basic Perceptron + ReLU) tt_um_matrix_mult (Basic Matrix-Vector Multiplication) tt_um_db_MAC (8 bit MAC Unit) tt_um_anas_7193 (Programmable PWM Generator) tt_um_flyingfish800 (Verilog test project) tt_um_project (Basic LIF Neuron) tt_um_lifn (Integrate-and-Fire Neuron Circuit) tt_um_wokwi_413921836641882113 (ovl abc chip) tt_um_mickey_pll (pll) tt_um_rejunity_e2m0_x_i8_matmul (E2M0 x INT8 Systolic Array) tt_um_michaelmcculloch_alu (Michaels Tiny Tapeout ALU) tt_um_dog_BILBO (8-bit CBILBO) tt_um_stochastic_integrator_tt9_CL123abc (Stochastic Integrator) tt_um_vga_clock (VGA clock) tt_um_z2a_rgb_mixer (RGB Mixer demo) tt_um_samkho_two_channel_square_wave_generator (TwoChannelSquareWaveGenerator) tt_um_mattvenn_r2r_dac_3v3 (Analog 8 bit 3.3v R2R DAC) tt_um_b_10_array_multiplier (Lab B Group 10 Array Multiplier) tt_um_urish_giant_ringosc (Giant Ring Oscillator (3853 inverters)) tt_um_htfab_caterpillar (Simon's Caterpillar) tt_um_anders_tt_6502 (tt6502) tt_um_wokwi_414123795172381697 (TinySnake) tt_um_oscillating_bones (Oscillating Bones) tt_um_r2r_dac (4-bit R2R DAC) tt_um_tinytinfoil_saradc_dac (Noise test for a CDAC capacitor chain) tt_um_purdue_socet_uart (SoCET UART) tt_um_rejunity_sn76489 (Classic 8-bit era Programmable Sound Generator SN76489) tt_um_rejunity_ay8913 (Classic 8-bit era Programmable Sound Generator AY-3-8913) tt_um_tommythorn_cgates (Cgates) tt_um_09eksdee (eksdee) tt_um_13hihi31_tdc (Time to Digital Converter) tt_um_rejunity_decoder (ternary, E1M0, E2M0 decoders) tt_um_analog_example (Digital OTA) tt_um_kailinsley (Dynamic Threshold Leaky Integrate-and-Fire) tt_um_C6_array_multiplier (tt09-C6-array-multiplier) tt_um_rejunity_vga_test01 (VGA Drop (audio/visual demo)) tt_um_wallento_4bit_toycpu (4-Bit Toy CPU) tt_um_warp (Warp) tt_um_algofoogle_tt09_ring_osc3 (Verilog ring oscillator V3) tt_um_kev_ma_matmult222 (2-bit 2x2 Matrix Multiplier) tt_um_wokwi_414041465275103233 (SK Test Workshop) tt_um_rejunity_vga_logo (VGA Tiny Logo (1 tile)) tt_um_toivoh_demo (Sequential Shadows [TT08 demo competition]) tt_um_liaf (A simple leaky integrate and fire neuron) tt_um_wokwi_413879612498222081 (Clocked Display) tt_um_wokwi_413919625901452289 (Encoder) tt_um_wokwi_413919442353385473 (Encoder) tt_um_wokwi_413919540668975105 (First Tapeout Chip - OCR) tt_um_wokwi_413918022277139457 (Half Adder) tt_um_wokwi_414120435095328769 (Kai's Death Adder) tt_um_wokwi_413919775044656129 (Kevin Project) tt_um_lif_network_MR (Leaky Neuron Network) tt_um_lsnn_hschweig (Neuromorphic Hardware for SNN LSTM) tt_um_wokwi_413387065963362305 (Project) tt_um_Nishanth_RISCV (RISCV Processor Design) tt_um_wokwi_413883347321632769 (Test_project) tt_um_KoushikCSN_RISCV (RISCV Processor Design) tt_um_wokwi_414120868401584129 (Tian TT9) tt_um_wokwi_414120391864616961 (Tiniest of tapeouts) tt_um_wokwi_414120458938907649 (Who knows what's happening Tiny Tapeout) tt_um_wokwi_413919833599252481 (YoshiTP) tt_um_wokwi_414118269335820289 (chip_fab) tt_um_wokwi_414121281003682817 (dummy) tt_um_wokwi_414124471705253889 (sarah's first chip) tt_um_ccu_goatgate (tiny cipher 4 bit key) tt_um_wokwi_414120526876163073 (2 input multiplexor) tt_um_lif_ZB (Tutorial: Simple LIF Neuron) Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available Available